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ORCIDBibTeX records: Pushmeet Kohli
@article{DBLP:journals/nature/RomeraParedesBNBKDREWFKF24,
author = {Bernardino Romera{-}Paredes and
Mohammadamin Barekatain and
Alexander Novikov and
Matej Balog and
M. Pawan Kumar and
Emilien Dupont and
Francisco J. R. Ruiz and
Jordan S. Ellenberg and
Pengming Wang and
Omar Fawzi and
Pushmeet Kohli and
Alhussein Fawzi},
title = {Mathematical discoveries from program search with large language models},
journal = {Nat.},
volume = {625},
number = {7995},
pages = {468--475},
year = {2024},
url = {https://doi.org/10.1038/s41586-023-06924-6},
doi = {10.1038/S41586-023-06924-6},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nature/RomeraParedesBNBKDREWFKF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14396,
author = {Francisco J. R. Ruiz and
Tuomas Laakkonen and
Johannes Bausch and
Matej Balog and
Mohammadamin Barekatain and
Francisco J. H. Heras and
Alexander Novikov and
Nathan Fitzpatrick and
Bernardino Romera{-}Paredes and
John van de Wetering and
Alhussein Fawzi and
Konstantinos Meichanetzidis and
Pushmeet Kohli},
title = {Quantum Circuit Optimization with AlphaTensor},
journal = {CoRR},
volume = {abs/2402.14396},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14396},
doi = {10.48550/ARXIV.2402.14396},
eprinttype = {arXiv},
eprint = {2402.14396},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14396.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/MankowitzMZGSPL23,
author = {Daniel J. Mankowitz and
Andrea Michi and
Anton Zhernov and
Marco Gelmi and
Marco Selvi and
Cosmin Paduraru and
Edouard Leurent and
Shariq Iqbal and
Jean{-}Baptiste Lespiau and
Alex Ahern and
Thomas K{\"{o}}ppe and
Kevin Millikin and
Stephen Gaffney and
Sophie Elster and
Jackson Broshear and
Chris Gamble and
Kieran Milan and
Robert Tung and
Minjae Hwang and
A. Taylan Cemgil and
Mohammadamin Barekatain and
Yujia Li and
Amol Mandhane and
Thomas Hubert and
Julian Schrittwieser and
Demis Hassabis and
Pushmeet Kohli and
Martin A. Riedmiller and
Oriol Vinyals and
David Silver},
title = {Faster sorting algorithms discovered using deep reinforcement learning},
journal = {Nat.},
volume = {618},
number = {7964},
pages = {257--263},
year = {2023},
url = {https://doi.org/10.1038/s41586-023-06004-9},
doi = {10.1038/S41586-023-06004-9},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nature/MankowitzMZGSPL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/WangFD0HLCLKDAB23,
author = {Hanchen Wang and
Tianfan Fu and
Yuanqi Du and
Wenhao Gao and
Kexin Huang and
Ziming Liu and
Payal Chandak and
Shengchao Liu and
Peter Van Katwyk and
Andreea Deac and
Anima Anandkumar and
Karianne Bergen and
Carla P. Gomes and
Shirley Ho and
Pushmeet Kohli and
Joan Lasenby and
Jure Leskovec and
Tie{-}Yan Liu and
Arjun Manrai and
Debora S. Marks and
Bharath Ramsundar and
Le Song and
Jimeng Sun and
Jian Tang and
Petar Velickovic and
Max Welling and
Linfeng Zhang and
Connor W. Coley and
Yoshua Bengio and
Marinka Zitnik},
title = {Scientific discovery in the age of artificial intelligence},
journal = {Nat.},
volume = {620},
number = {7972},
pages = {47--60},
year = {2023},
url = {https://doi.org/10.1038/s41586-023-06221-2},
doi = {10.1038/S41586-023-06221-2},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nature/WangFD0HLCLKDAB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-09218,
author = {Ira Ktena and
Olivia Wiles and
Isabela Albuquerque and
Sylvestre{-}Alvise Rebuffi and
Ryutaro Tanno and
Abhijit Guha Roy and
Shekoofeh Azizi and
Danielle Belgrave and
Pushmeet Kohli and
Alan Karthikesalingam and
A. Taylan Cemgil and
Sven Gowal},
title = {Generative models improve fairness of medical classifiers under distribution
shifts},
journal = {CoRR},
volume = {abs/2304.09218},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.09218},
doi = {10.48550/ARXIV.2304.09218},
eprinttype = {arXiv},
eprint = {2304.09218},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-09218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-02191,
author = {David Stutz and
Ali Taylan Cemgil and
Abhijit Guha Roy and
Tatiana Matejovicova and
Melih Barsbey and
Patricia Strachan and
Mike Schaekermann and
Jan Freyberg and
Rajeev V. Rikhye and
Beverly Freeman and
Javier Perez Matos and
Umesh Telang and
Dale R. Webster and
Yuan Liu and
Gregory S. Corrado and
Yossi Matias and
Pushmeet Kohli and
Yun Liu and
Arnaud Doucet and
Alan Karthikesalingam},
title = {Evaluating {AI} systems under uncertain ground truth: a case study
in dermatology},
journal = {CoRR},
volume = {abs/2307.02191},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.02191},
doi = {10.48550/ARXIV.2307.02191},
eprinttype = {arXiv},
eprint = {2307.02191},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-02191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10888,
author = {Leonard Berrada and
Soham De and
Judy Hanwen Shen and
Jamie Hayes and
Robert Stanforth and
David Stutz and
Pushmeet Kohli and
Samuel L. Smith and
Borja Balle},
title = {Unlocking Accuracy and Fairness in Differentially Private Image Classification},
journal = {CoRR},
volume = {abs/2308.10888},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.10888},
doi = {10.48550/ARXIV.2308.10888},
eprinttype = {arXiv},
eprint = {2308.10888},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-10888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05900,
author = {Johannes Bausch and
Andrew W. Senior and
Francisco J. H. Heras and
Thomas Edlich and
Alex Davies and
Michael Newman and
Cody Jones and
Kevin J. Satzinger and
Murphy Yuezhen Niu and
Sam Blackwell and
George Holland and
Dvir Kafri and
Juan Atalaya and
Craig Gidney and
Demis Hassabis and
Sergio Boixo and
Hartmut Neven and
Pushmeet Kohli},
title = {Learning to Decode the Surface Code with a Recurrent, Transformer-Based
Neural Network},
journal = {CoRR},
volume = {abs/2310.05900},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05900},
doi = {10.48550/ARXIV.2310.05900},
eprinttype = {arXiv},
eprint = {2310.05900},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05900.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-18260,
author = {Ryutaro Tanno and
David G. T. Barrett and
Andrew Sellergren and
Sumedh Ghaisas and
Sumanth Dathathri and
Abigail See and
Johannes Welbl and
Karan Singhal and
Shekoofeh Azizi and
Tao Tu and
Mike Schaekermann and
Rhys May and
Roy Lee and
SiWai Man and
Zahra Ahmed and
S. Sara Mahdavi and
Danielle Belgrave and
Vivek Natarajan and
Shravya Shetty and
Pushmeet Kohli and
Po{-}Sen Huang and
Alan Karthikesalingam and
Ira Ktena},
title = {Consensus, dissensus and synergy between clinicians and specialist
foundation models in radiology report generation},
journal = {CoRR},
volume = {abs/2311.18260},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.18260},
doi = {10.48550/ARXIV.2311.18260},
eprinttype = {arXiv},
eprint = {2311.18260},
timestamp = {Tue, 05 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-18260.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/VaradiADNNYYSWL22,
author = {Mihaly Varadi and
Stephen Anyango and
Mandar S. Deshpande and
Sreenath Nair and
Cindy Natassia and
Galabina Yordanova and
David Yuan and
Oana Stroe and
Gemma Wood and
Agata Laydon and
Augustin Z{\'{\i}}dek and
Tim Green and
Kathryn Tunyasuvunakool and
Stig Petersen and
John Jumper and
Ellen Clancy and
Richard Green and
Ankur Vora and
Mira Lutfi and
Michael Figurnov and
Andrew Cowie and
Nicole Hobbs and
Pushmeet Kohli and
Gerard J. Kleywegt and
Ewan Birney and
Demis Hassabis and
Sameer Velankar},
title = {AlphaFold Protein Structure Database: massively expanding the structural
coverage of protein-sequence space with high-accuracy models},
journal = {Nucleic Acids Res.},
volume = {50},
number = {{D1}},
pages = {439--444},
year = {2022},
url = {https://doi.org/10.1093/nar/gkab1061},
doi = {10.1093/NAR/GKAB1061},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nar/VaradiADNNYYSWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/DegraveFBNTCEHA22,
author = {Jonas Degrave and
Federico Felici and
Jonas Buchli and
Michael Neunert and
Brendan D. Tracey and
Francesco Carpanese and
Timo Ewalds and
Roland Hafner and
Abbas Abdolmaleki and
Diego de Las Casas and
Craig Donner and
Leslie Fritz and
Cristian Galperti and
Andrea Huber and
James Keeling and
Maria Tsimpoukelli and
Jackie Kay and
Antoine Merle and
Jean{-}Marc Moret and
Seb Noury and
Federico Pesamosca and
David Pfau and
Olivier Sauter and
Cristian Sommariva and
Stefano Coda and
Basil Duval and
Ambrogio Fasoli and
Pushmeet Kohli and
Koray Kavukcuoglu and
Demis Hassabis and
Martin A. Riedmiller},
title = {Magnetic control of tokamak plasmas through deep reinforcement learning},
journal = {Nat.},
volume = {602},
number = {7897},
pages = {414--419},
year = {2022},
url = {https://doi.org/10.1038/s41586-021-04301-9},
doi = {10.1038/S41586-021-04301-9},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/DegraveFBNTCEHA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/FawziBHHRB0RSSS22,
author = {Alhussein Fawzi and
Matej Balog and
Aja Huang and
Thomas Hubert and
Bernardino Romera{-}Paredes and
Mohammadamin Barekatain and
Alexander Novikov and
Francisco J. R. Ruiz and
Julian Schrittwieser and
Grzegorz Swirszcz and
David Silver and
Demis Hassabis and
Pushmeet Kohli},
title = {Discovering faster matrix multiplication algorithms with reinforcement
learning},
journal = {Nat.},
volume = {610},
number = {7930},
pages = {47--53},
year = {2022},
url = {https://doi.org/10.1038/s41586-022-05172-4},
doi = {10.1038/S41586-022-05172-4},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nature/FawziBHHRB0RSSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/0001BBEPKS22,
author = {Richard Evans and
Matko Bosnjak and
Lars Buesing and
Kevin Ellis and
David Pfau and
Pushmeet Kohli and
Marek J. Sergot},
editor = {Luc De Raedt},
title = {Making Sense of Raw Input (Extended Abstract)},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {5727--5731},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/799},
doi = {10.24963/IJCAI.2022/799},
timestamp = {Wed, 27 Jul 2022 16:43:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/0001BBEPKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-07814,
author = {Yujia Li and
David H. Choi and
Junyoung Chung and
Nate Kushman and
Julian Schrittwieser and
R{\'{e}}mi Leblond and
Tom Eccles and
James Keeling and
Felix Gimeno and
Agustin Dal Lago and
Thomas Hubert and
Peter Choy and
Cyprien de Masson d'Autume and
Igor Babuschkin and
Xinyun Chen and
Po{-}Sen Huang and
Johannes Welbl and
Sven Gowal and
Alexey Cherepanov and
James Molloy and
Daniel J. Mankowitz and
Esme Sutherland Robson and
Pushmeet Kohli and
Nando de Freitas and
Koray Kavukcuoglu and
Oriol Vinyals},
title = {Competition-Level Code Generation with AlphaCode},
journal = {CoRR},
volume = {abs/2203.07814},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.07814},
doi = {10.48550/ARXIV.2203.07814},
eprinttype = {arXiv},
eprint = {2203.07814},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-07814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/BlondelJKSW21,
author = {Vincent D. Blondel and
Kyomin Jung and
Pushmeet Kohli and
Devavrat Shah and
Seungpil Won},
title = {Partition-Merge: Distributed Inference and Modularity Optimization},
journal = {{IEEE} Access},
volume = {9},
pages = {54032--54055},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3070490},
doi = {10.1109/ACCESS.2021.3070490},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/BlondelJKSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/EvansHWKS21,
author = {Richard Evans and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Johannes Welbl and
Pushmeet Kohli and
Marek J. Sergot},
title = {Making sense of sensory input},
journal = {Artif. Intell.},
volume = {293},
pages = {103438},
year = {2021},
url = {https://doi.org/10.1016/j.artint.2020.103438},
doi = {10.1016/J.ARTINT.2020.103438},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/EvansHWKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/EvansBBERKS21,
author = {Richard Evans and
Matko Bosnjak and
Lars Buesing and
Kevin Ellis and
David P. Reichert and
Pushmeet Kohli and
Marek J. Sergot},
title = {Making sense of raw input},
journal = {Artif. Intell.},
volume = {299},
pages = {103521},
year = {2021},
url = {https://doi.org/10.1016/j.artint.2021.103521},
doi = {10.1016/J.ARTINT.2021.103521},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/EvansBBERKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/DaviesVBBZTTBBJ21,
author = {Alex Davies and
Petar Velickovic and
Lars Buesing and
Sam Blackwell and
Daniel Zheng and
Nenad Tomasev and
Richard Tanburn and
Peter W. Battaglia and
Charles Blundell and
Andr{\'{a}}s Juh{\'{a}}sz and
Marc Lackenby and
Geordie Williamson and
Demis Hassabis and
Pushmeet Kohli},
title = {Advancing mathematics by guiding human intuition with {AI}},
journal = {Nat.},
volume = {600},
number = {7887},
pages = {70--74},
year = {2021},
url = {https://doi.org/10.1038/s41586-021-04086-x},
doi = {10.1038/S41586-021-04086-X},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nature/DaviesVBBZTTBBJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WelblGUDMHAKCH21,
author = {Johannes Welbl and
Amelia Glaese and
Jonathan Uesato and
Sumanth Dathathri and
John Mellor and
Lisa Anne Hendricks and
Kirsty Anderson and
Pushmeet Kohli and
Ben Coppin and
Po{-}Sen Huang},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Challenges in Detoxifying Language Models},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
2021},
pages = {2447--2469},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-emnlp.210},
doi = {10.18653/V1/2021.FINDINGS-EMNLP.210},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WelblGUDMHAKCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GowalHOMK21,
author = {Sven Gowal and
Po{-}Sen Huang and
A{\"{a}}ron van den Oord and
Timothy A. Mann and
Pushmeet Kohli},
title = {Self-supervised Adversarial Robustness for the Low-label, High-data
Regime},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=bgQek2O63w},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GowalHOMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-06718,
author = {Alessandro De Palma and
Rudy Bunel and
Alban Desmaison and
Krishnamurthy Dvijotham and
Pushmeet Kohli and
Philip H. S. Torr and
M. Pawan Kumar},
title = {Improved Branch and Bound for Neural Network Verification via Lagrangian
Decomposition},
journal = {CoRR},
volume = {abs/2104.06718},
year = {2021},
url = {https://arxiv.org/abs/2104.06718},
eprinttype = {arXiv},
eprint = {2104.06718},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-06718.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14108,
author = {Dan Rosenbaum and
Marta Garnelo and
Michal Zielinski and
Charlie Beattie and
Ellen Clancy and
Andrea Huber and
Pushmeet Kohli and
Andrew W. Senior and
John Jumper and
Carl Doersch and
S. M. Ali Eslami and
Olaf Ronneberger and
Jonas Adler},
title = {Inferring a Continuous Distribution of Atom Coordinates from Cryo-EM
Images using VAEs},
journal = {CoRR},
volume = {abs/2106.14108},
year = {2021},
url = {https://arxiv.org/abs/2106.14108},
eprinttype = {arXiv},
eprint = {2106.14108},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-14108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-07445,
author = {Johannes Welbl and
Amelia Glaese and
Jonathan Uesato and
Sumanth Dathathri and
John Mellor and
Lisa Anne Hendricks and
Kirsty Anderson and
Pushmeet Kohli and
Ben Coppin and
Po{-}Sen Huang},
title = {Challenges in Detoxifying Language Models},
journal = {CoRR},
volume = {abs/2109.07445},
year = {2021},
url = {https://arxiv.org/abs/2109.07445},
eprinttype = {arXiv},
eprint = {2109.07445},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-07445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BunelLTTKK20,
author = {Rudy Bunel and
Jingyue Lu and
Ilker Turkaslan and
Philip H. S. Torr and
Pushmeet Kohli and
M. Pawan Kumar},
title = {Branch and Bound for Piecewise Linear Neural Network Verification},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {42:1--42:39},
year = {2020},
url = {http://jmlr.org/papers/v21/19-468.html},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BunelLTTKK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/Senior0JKSGQZNB20,
author = {Andrew W. Senior and
Richard Evans and
John Jumper and
James Kirkpatrick and
Laurent Sifre and
Tim Green and
Chongli Qin and
Augustin Z{\'{\i}}dek and
Alexander W. R. Nelson and
Alex Bridgland and
Hugo Penedones and
Stig Petersen and
Karen Simonyan and
Steve Crossan and
Pushmeet Kohli and
David T. Jones and
David Silver and
Koray Kavukcuoglu and
Demis Hassabis},
title = {Improved protein structure prediction using potentials from deep learning},
journal = {Nat.},
volume = {577},
number = {7792},
pages = {706--710},
year = {2020},
url = {https://doi.org/10.1038/s41586-019-1923-7},
doi = {10.1038/S41586-019-1923-7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/Senior0JKSGQZNB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/GowalQHCDMK20,
author = {Sven Gowal and
Chongli Qin and
Po{-}Sen Huang and
A. Taylan Cemgil and
Krishnamurthy Dvijotham and
Timothy A. Mann and
Pushmeet Kohli},
title = {Achieving Robustness in the Wild via Adversarial Mixing With Disentangled
Representations},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {1208--1217},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Gowal\_Achieving\_Robustness\_in\_the\_Wild\_via\_Adversarial\_Mixing\_With\_Disentangled\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00129},
timestamp = {Tue, 31 Aug 2021 14:00:04 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/GowalQHCDMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZoranCHGMK20,
author = {Daniel Zoran and
Mike Chrzanowski and
Po{-}Sen Huang and
Sven Gowal and
Alex Mott and
Pushmeet Kohli},
title = {Towards Robust Image Classification Using Sequential Attention Models},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {9480--9489},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Zoran\_Towards\_Robust\_Image\_Classification\_Using\_Sequential\_Attention\_Models\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00950},
timestamp = {Mon, 30 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ZoranCHGMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuangZJSWRMYK20,
author = {Po{-}Sen Huang and
Huan Zhang and
Ray Jiang and
Robert Stanforth and
Johannes Welbl and
Jack Rae and
Vishal Maini and
Dani Yogatama and
Pushmeet Kohli},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Reducing Sentiment Bias in Language Models via Counterfactual Evaluation},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {65--83},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.7},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.7},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/HuangZJSWRMYK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CemgilGDK20,
author = {A. Taylan Cemgil and
Sumedh Ghaisas and
Krishnamurthy (Dj) Dvijotham and
Pushmeet Kohli},
title = {Adversarially Robust Representations with Smooth Encoders},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=H1gfFaEYDS},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/CemgilGDK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DvijothamHBKQGX20,
author = {Krishnamurthy (Dj) Dvijotham and
Jamie Hayes and
Borja Balle and
J. Zico Kolter and
Chongli Qin and
Andr{\'{a}}s Gy{\"{o}}rgy and
Kai Xiao and
Sven Gowal and
Pushmeet Kohli},
title = {A Framework for robustness Certification of Smoothed Classifiers using
F-Divergences},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SJlKrkSFPH},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/DvijothamHBKQGX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PaliwalGNLLKV20,
author = {Aditya Paliwal and
Felix Gimeno and
Vinod Nair and
Yujia Li and
Miles Lubin and
Pushmeet Kohli and
Oriol Vinyals},
title = {Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=rkxDoJBYPB},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/PaliwalGNLLKV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WelblHSGDSK20,
author = {Johannes Welbl and
Po{-}Sen Huang and
Robert Stanforth and
Sven Gowal and
Krishnamurthy (Dj) Dvijotham and
Martin Szummer and
Pushmeet Kohli},
title = {Towards Verified Robustness under Text Deletion Interventions},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SyxhVkrYvr},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WelblHSGDSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WengDUXGSK20,
author = {Tsui{-}Wei Weng and
Krishnamurthy (Dj) Dvijotham and
Jonathan Uesato and
Kai Xiao and
Sven Gowal and
Robert Stanforth and
Pushmeet Kohli},
title = {Toward Evaluating Robustness of Deep Reinforcement Learning with Continuous
Control},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SylL0krYPS},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WengDUXGSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YiGLK0TT20,
author = {Kexin Yi and
Chuang Gan and
Yunzhu Li and
Pushmeet Kohli and
Jiajun Wu and
Antonio Torralba and
Joshua B. Tenenbaum},
title = {{CLEVRER:} Collision Events for Video Representation and Reasoning},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=HkxYzANYDB},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YiGLK0TT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CemgilGDGK20,
author = {A. Taylan Cemgil and
Sumedh Ghaisas and
Krishnamurthy Dvijotham and
Sven Gowal and
Pushmeet Kohli},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {The Autoencoding Variational Autoencoder},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/ac10ff1941c540cd87c107330996f4f6-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CemgilGDGK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DathathriDKRUBS20,
author = {Sumanth Dathathri and
Krishnamurthy Dvijotham and
Alexey Kurakin and
Aditi Raghunathan and
Jonathan Uesato and
Rudy Bunel and
Shreya Shankar and
Jacob Steinhardt and
Ian J. Goodfellow and
Percy Liang and
Pushmeet Kohli},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Enabling certification of verification-agnostic networks via memory-efficient
semidefinite programming},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/397d6b4c83c91021fe928a8c4220386b-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DathathriDKRUBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QinWSBDLK20,
author = {Chongli Qin and
Yan Wu and
Jost Tobias Springenberg and
Andy Brock and
Jeff Donahue and
Timothy P. Lillicrap and
Pushmeet Kohli},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Training Generative Adversarial Networks by Solving Ordinary Differential
Equations},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/3c8f9a173f749710d6377d3150cf90da-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/QinWSBDLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BunelPDDKTK20,
author = {Rudy Bunel and
Alessandro De Palma and
Alban Desmaison and
Krishnamurthy Dvijotham and
Pushmeet Kohli and
Philip H. S. Torr and
M. Pawan Kumar},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {Lagrangian Decomposition for Neural Network Verification},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
series = {Proceedings of Machine Learning Research},
volume = {124},
pages = {370--379},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/bunel20a.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/BunelPDDKTK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10410,
author = {Rudy Bunel and
Alessandro De Palma and
Alban Desmaison and
Krishnamurthy Dvijotham and
Pushmeet Kohli and
Philip H. S. Torr and
M. Pawan Kumar},
title = {Lagrangian Decomposition for Neural Network Verification},
journal = {CoRR},
volume = {abs/2002.10410},
year = {2020},
url = {https://arxiv.org/abs/2002.10410},
eprinttype = {arXiv},
eprint = {2002.10410},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10410.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-03629,
author = {Yujia Li and
Felix Gimeno and
Pushmeet Kohli and
Oriol Vinyals},
title = {Strong Generalization and Efficiency in Neural Programs},
journal = {CoRR},
volume = {abs/2007.03629},
year = {2020},
url = {https://arxiv.org/abs/2007.03629},
eprinttype = {arXiv},
eprint = {2007.03629},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-03629.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05367,
author = {Richard Evans and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Johannes Welbl and
Pushmeet Kohli and
Marek J. Sergot},
title = {Evaluating the Apperception Engine},
journal = {CoRR},
volume = {abs/2007.05367},
year = {2020},
url = {https://arxiv.org/abs/2007.05367},
eprinttype = {arXiv},
eprint = {2007.05367},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05566,
author = {Jim Winkens and
Rudy Bunel and
Abhijit Guha Roy and
Robert Stanforth and
Vivek Natarajan and
Joseph R. Ledsam and
Patricia MacWilliams and
Pushmeet Kohli and
Alan Karthikesalingam and
Simon Kohl and
A. Taylan Cemgil and
S. M. Ali Eslami and
Olaf Ronneberger},
title = {Contrastive Training for Improved Out-of-Distribution Detection},
journal = {CoRR},
volume = {abs/2007.05566},
year = {2020},
url = {https://arxiv.org/abs/2007.05566},
eprinttype = {arXiv},
eprint = {2007.05566},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03593,
author = {Sven Gowal and
Chongli Qin and
Jonathan Uesato and
Timothy A. Mann and
Pushmeet Kohli},
title = {Uncovering the Limits of Adversarial Training against Norm-Bounded
Adversarial Examples},
journal = {CoRR},
volume = {abs/2010.03593},
year = {2020},
url = {https://arxiv.org/abs/2010.03593},
eprinttype = {arXiv},
eprint = {2010.03593},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03593.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11645,
author = {Sumanth Dathathri and
Krishnamurthy Dvijotham and
Alexey Kurakin and
Aditi Raghunathan and
Jonathan Uesato and
Rudy Bunel and
Shreya Shankar and
Jacob Steinhardt and
Ian J. Goodfellow and
Percy Liang and
Pushmeet Kohli},
title = {Enabling certification of verification-agnostic networks via memory-efficient
semidefinite programming},
journal = {CoRR},
volume = {abs/2010.11645},
year = {2020},
url = {https://arxiv.org/abs/2010.11645},
eprinttype = {arXiv},
eprint = {2010.11645},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-15040,
author = {Chongli Qin and
Yan Wu and
Jost Tobias Springenberg and
Andrew Brock and
Jeff Donahue and
Timothy P. Lillicrap and
Pushmeet Kohli},
title = {Training Generative Adversarial Networks by Solving Ordinary Differential
Equations},
journal = {CoRR},
volume = {abs/2010.15040},
year = {2020},
url = {https://arxiv.org/abs/2010.15040},
eprinttype = {arXiv},
eprint = {2010.15040},
timestamp = {Sat, 26 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-15040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-07355,
author = {Jamie Hayes and
Krishnamurthy Dvijotham and
Yutian Chen and
Sander Dieleman and
Pushmeet Kohli and
Norman Casagrande},
title = {Towards transformation-resilient provenance detection of digital media},
journal = {CoRR},
volume = {abs/2011.07355},
year = {2020},
url = {https://arxiv.org/abs/2011.07355},
eprinttype = {arXiv},
eprint = {2011.07355},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-07355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03715,
author = {A. Taylan Cemgil and
Sumedh Ghaisas and
Krishnamurthy Dvijotham and
Sven Gowal and
Pushmeet Kohli},
title = {Autoencoding Variational Autoencoder},
journal = {CoRR},
volume = {abs/2012.03715},
year = {2020},
url = {https://arxiv.org/abs/2012.03715},
eprinttype = {arXiv},
eprint = {2012.03715},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-13349,
author = {Vinod Nair and
Sergey Bartunov and
Felix Gimeno and
Ingrid von Glehn and
Pawel Lichocki and
Ivan Lobov and
Brendan O'Donoghue and
Nicolas Sonnerat and
Christian Tjandraatmadja and
Pengming Wang and
Ravichandra Addanki and
Tharindi Hapuarachchi and
Thomas Keck and
James Keeling and
Pushmeet Kohli and
Ira Ktena and
Yujia Li and
Oriol Vinyals and
Yori Zwols},
title = {Solving Mixed Integer Programs Using Neural Networks},
journal = {CoRR},
volume = {abs/2012.13349},
year = {2020},
url = {https://arxiv.org/abs/2012.13349},
eprinttype = {arXiv},
eprint = {2012.13349},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-13349.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/TangYYTKKKS19,
author = {Danhang Tang and
Qi Ye and
Shanxin Yuan and
Jonathan Taylor and
Pushmeet Kohli and
Cem Keskin and
Tae{-}Kyun Kim and
Jamie Shotton},
title = {Opening the Black Box: Hierarchical Sampling Optimization for Hand
Pose Estimation},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {41},
number = {9},
pages = {2161--2175},
year = {2019},
url = {https://doi.org/10.1109/TPAMI.2018.2847688},
doi = {10.1109/TPAMI.2018.2847688},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/TangYYTKKKS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/JoyDABSKTK19,
author = {Thomas Joy and
Alban Desmaison and
Thalaiyasingam Ajanthan and
Rudy Bunel and
Mathieu Salzmann and
Pushmeet Kohli and
Philip H. S. Torr and
M. Pawan Kumar},
title = {Efficient Relaxations for Dense CRFs with Sparse Higher-Order Potentials},
journal = {{SIAM} J. Imaging Sci.},
volume = {12},
number = {1},
pages = {287--318},
year = {2019},
url = {https://doi.org/10.1137/18M1178104},
doi = {10.1137/18M1178104},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/JoyDABSKTK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/JiangCLGK19,
author = {Ray Jiang and
Silvia Chiappa and
Tor Lattimore and
Andr{\'{a}}s Gy{\"{o}}rgy and
Pushmeet Kohli},
editor = {Vincent Conitzer and
Gillian K. Hadfield and
Shannon Vallor},
title = {Degenerate Feedback Loops in Recommender Systems},
booktitle = {Proceedings of the 2019 {AAAI/ACM} Conference on AI, Ethics, and Society,
{AIES} 2019, Honolulu, HI, USA, January 27-28, 2019},
pages = {383--390},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3306618.3314288},
doi = {10.1145/3306618.3314288},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/JiangCLGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/BanarseBLLHFKG19,
author = {Dylan Banarse and
Yoram Bachrach and
Siqi Liu and
Guy Lever and
Nicolas Heess and
Chrisantha Fernando and
Pushmeet Kohli and
Thore Graepel},
editor = {Edith Elkind and
Manuela Veloso and
Noa Agmon and
Matthew E. Taylor},
title = {The Body is Not a Given: Joint Agent Policy Learning and Morphology
Evolution},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {1134--1142},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2019},
url = {http://dl.acm.org/citation.cfm?id=3331813},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/BanarseBLLHFKG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangBDHGK19,
author = {Chenglong Wang and
Rudy Bunel and
Krishnamurthy Dvijotham and
Po{-}Sen Huang and
Edward Grefenstette and
Pushmeet Kohli},
title = {Knowing When to Stop: Evaluation and Verification of Conformity to
Output-Size Specifications},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {12260--12269},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Wang\_Knowing\_When\_to\_Stop\_Evaluation\_and\_Verification\_of\_Conformity\_to\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.01254},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WangBDHGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuangSWDYGDK19,
author = {Po{-}Sen Huang and
Robert Stanforth and
Johannes Welbl and
Chris Dyer and
Dani Yogatama and
Sven Gowal and
Krishnamurthy Dvijotham and
Pushmeet Kohli},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Achieving Verified Robustness to Symbol Substitutions via Interval
Bound Propagation},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {4081--4091},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1419},
doi = {10.18653/V1/D19-1419},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HuangSWDYGDK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/GowalDSBQUAMK19,
author = {Sven Gowal and
Krishnamurthy Dvijotham and
Robert Stanforth and
Rudy Bunel and
Chongli Qin and
Jonathan Uesato and
Relja Arandjelovic and
Timothy Arthur Mann and
Pushmeet Kohli},
title = {Scalable Verified Training for Provably Robust Image Classification},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2019, Seoul, Korea (South), October 27 - November 2, 2019},
pages = {4841--4850},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCV.2019.00494},
doi = {10.1109/ICCV.2019.00494},
timestamp = {Thu, 05 Mar 2020 10:01:04 +0100},
biburl = {https://dblp.org/rec/conf/iccv/GowalDSBQUAMK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BahdanauHLHHKG19,
author = {Dzmitry Bahdanau and
Felix Hill and
Jan Leike and
Edward Hughes and
Seyed Arian Hosseini and
Pushmeet Kohli and
Edward Grefenstette},
title = {Learning to Understand Goal Specifications by Modelling Reward},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=H1xsSjC9Ym},
timestamp = {Fri, 09 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BahdanauHLHHKG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MaoGKTW19,
author = {Jiayuan Mao and
Chuang Gan and
Pushmeet Kohli and
Joshua B. Tenenbaum and
Jiajun Wu},
title = {The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and
Sentences From Natural Supervision},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=rJgMlhRctm},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MaoGKTW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/NardelliSLKTU19,
author = {Nantas Nardelli and
Gabriel Synnaeve and
Zeming Lin and
Pushmeet Kohli and
Philip H. S. Torr and
Nicolas Usunier},
title = {Value Propagation Networks},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=SJG6G2RqtX},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/NardelliSLKTU19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/QinDOBSGUSK19,
author = {Chongli Qin and
Krishnamurthy (Dj) Dvijotham and
Brendan O'Donoghue and
Rudy Bunel and
Robert Stanforth and
Sven Gowal and
Jonathan Uesato and
Grzegorz Swirszcz and
Pushmeet Kohli},
title = {Verification of Non-Linear Specifications for Neural Networks},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=HyeFAsRctQ},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/QinDOBSGUSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SaxtonGHK19,
author = {David Saxton and
Edward Grefenstette and
Felix Hill and
Pushmeet Kohli},
title = {Analysing Mathematical Reasoning Abilities of Neural Models},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=H1gR5iR5FX},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SaxtonGHK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/UesatoKSERADHK19,
author = {Jonathan Uesato and
Ananya Kumar and
Csaba Szepesv{\'{a}}ri and
Tom Erez and
Avraham Ruderman and
Keith Anderson and
Krishnamurthy (Dj) Dvijotham and
Nicolas Heess and
Pushmeet Kohli},
title = {Rigorous Agent Evaluation: An Adversarial Approach to Uncover Catastrophic
Failures},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=B1xhQhRcK7},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/UesatoKSERADHK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BapstSDSKBH19,
author = {Victor Bapst and
Alvaro Sanchez{-}Gonzalez and
Carl Doersch and
Kimberly L. Stachenfeld and
Pushmeet Kohli and
Peter W. Battaglia and
Jessica B. Hamrick},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Structured agents for physical construction},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {464--474},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/bapst19a.html},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BapstSDSKBH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KipfLDZSGKB19,
author = {Thomas Kipf and
Yujia Li and
Hanjun Dai and
Vin{\'{\i}}cius Flores Zambaldi and
Alvaro Sanchez{-}Gonzalez and
Edward Grefenstette and
Pushmeet Kohli and
Peter W. Battaglia},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {CompILE: Compositional Imitation Learning and Execution},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {3418--3428},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/kipf19a.html},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KipfLDZSGKB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiGDVK19,
author = {Yujia Li and
Chenjie Gu and
Thomas Dullien and
Oriol Vinyals and
Pushmeet Kohli},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Graph Matching Networks for Learning the Similarity of Graph Structured
Objects},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {3835--3845},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/li19d.html},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiGDVK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GowalDSMK19,
author = {Sven Gowal and
Krishnamurthy Dvijotham and
Robert Stanforth and
Timothy A. Mann and
Pushmeet Kohli},
editor = {Sarit Kraus},
title = {A Dual Approach to Verify and Train Deep Networks},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {6156--6160},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/854},
doi = {10.24963/IJCAI.2019/854},
timestamp = {Tue, 20 Aug 2019 16:18:18 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GowalDSMK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DaiLWSHK19,
author = {Hanjun Dai and
Yujia Li and
Chenglong Wang and
Rishabh Singh and
Po{-}Sen Huang and
Pushmeet Kohli},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Learning Transferable Graph Exploration},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {2514--2525},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/afe434653a898da20044041262b3ac74-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DaiLWSHK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AlayracUHFSK19,
author = {Jean{-}Baptiste Alayrac and
Jonathan Uesato and
Po{-}Sen Huang and
Alhussein Fawzi and
Robert Stanforth and
Pushmeet Kohli},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Are Labels Required for Improving Adversarial Robustness?},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {12192--12202},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/bea6cfd50b4f5e3c735a972cf0eb8450-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AlayracUHFSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QinMGKDFDSK19,
author = {Chongli Qin and
James Martens and
Sven Gowal and
Dilip Krishnan and
Krishnamurthy Dvijotham and
Alhussein Fawzi and
Soham De and
Robert Stanforth and
Pushmeet Kohli},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Adversarial Robustness through Local Linearization},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {13824--13833},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/0defd533d51ed0a10c5c9dbf93ee78a5-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/QinMGKDFDSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DvijothamSGGQDK19,
author = {Krishnamurthy (Dj) Dvijotham and
Robert Stanforth and
Sven Gowal and
Chongli Qin and
Soham De and
Pushmeet Kohli},
editor = {Amir Globerson and
Ricardo Silva},
title = {Efficient Neural Network Verification with Exactness Characterization},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {497--507},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/dvijotham20a.html},
timestamp = {Tue, 15 Dec 2020 17:40:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/DvijothamSGGQDK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-09592,
author = {Chongli Qin and
Krishnamurthy (Dj) Dvijotham and
Brendan O'Donoghue and
Rudy Bunel and
Robert Stanforth and
Sven Gowal and
Jonathan Uesato and
Grzegorz Swirszcz and
Pushmeet Kohli},
title = {Verification of Non-Linear Specifications for Neural Networks},
journal = {CoRR},
volume = {abs/1902.09592},
year = {2019},
url = {http://arxiv.org/abs/1902.09592},
eprinttype = {arXiv},
eprint = {1902.09592},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-09592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10730,
author = {Ray Jiang and
Silvia Chiappa and
Tor Lattimore and
Andr{\'{a}}s Gy{\"{o}}rgy and
Pushmeet Kohli},
title = {Degenerate Feedback Loops in Recommender Systems},
journal = {CoRR},
volume = {abs/1902.10730},
year = {2019},
url = {http://arxiv.org/abs/1902.10730},
eprinttype = {arXiv},
eprint = {1902.10730},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-11907,
author = {Alexandre Galashov and
Jonathan Schwarz and
Hyunjik Kim and
Marta Garnelo and
David Saxton and
Pushmeet Kohli and
S. M. Ali Eslami and
Yee Whye Teh},
title = {Meta-Learning surrogate models for sequential decision making},
journal = {CoRR},
volume = {abs/1903.11907},
year = {2019},
url = {http://arxiv.org/abs/1903.11907},
eprinttype = {arXiv},
eprint = {1903.11907},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-11907.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-01557,
author = {David Saxton and
Edward Grefenstette and
Felix Hill and
Pushmeet Kohli},
title = {Analysing Mathematical Reasoning Abilities of Neural Models},
journal = {CoRR},
volume = {abs/1904.01557},
year = {2019},
url = {http://arxiv.org/abs/1904.01557},
eprinttype = {arXiv},
eprint = {1904.01557},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-01557.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03177,
author = {Victor Bapst and
Alvaro Sanchez{-}Gonzalez and
Carl Doersch and
Kimberly L. Stachenfeld and
Pushmeet Kohli and
Peter W. Battaglia and
Jessica B. Hamrick},
title = {Structured agents for physical construction},
journal = {CoRR},
volume = {abs/1904.03177},
year = {2019},
url = {http://arxiv.org/abs/1904.03177},
eprinttype = {arXiv},
eprint = {1904.03177},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12004,
author = {Chenglong Wang and
Rudy Bunel and
Krishnamurthy Dvijotham and
Po{-}Sen Huang and
Edward Grefenstette and
Pushmeet Kohli},
title = {Knowing When to Stop: Evaluation and Verification of Conformity to
Output-size Specifications},
journal = {CoRR},
volume = {abs/1904.12004},
year = {2019},
url = {http://arxiv.org/abs/1904.12004},
eprinttype = {arXiv},
eprint = {1904.12004},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-12004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12584,
author = {Jiayuan Mao and
Chuang Gan and
Pushmeet Kohli and
Joshua B. Tenenbaum and
Jiajun Wu},
title = {The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and
Sentences From Natural Supervision},
journal = {CoRR},
volume = {abs/1904.12584},
year = {2019},
url = {http://arxiv.org/abs/1904.12584},
eprinttype = {arXiv},
eprint = {1904.12584},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-12584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12787,
author = {Yujia Li and
Chenjie Gu and
Thomas Dullien and
Oriol Vinyals and
Pushmeet Kohli},
title = {Graph Matching Networks for Learning the Similarity of Graph Structured
Objects},
journal = {CoRR},
volume = {abs/1904.12787},
year = {2019},
url = {http://arxiv.org/abs/1904.12787},
eprinttype = {arXiv},
eprint = {1904.12787},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-12787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-02494,
author = {Aditya Paliwal and
Felix Gimeno and
Vinod Nair and
Yujia Li and
Miles Lubin and
Pushmeet Kohli and
Oriol Vinyals},
title = {{REGAL:} Transfer Learning For Fast Optimization of Computation Graphs},
journal = {CoRR},
volume = {abs/1905.02494},
year = {2019},
url = {http://arxiv.org/abs/1905.02494},
eprinttype = {arXiv},
eprint = {1905.02494},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-02494.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13077,
author = {Simon A. A. Kohl and
Bernardino Romera{-}Paredes and
Klaus H. Maier{-}Hein and
Danilo Jimenez Rezende and
S. M. Ali Eslami and
Pushmeet Kohli and
Andrew Zisserman and
Olaf Ronneberger},
title = {A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities},
journal = {CoRR},
volume = {abs/1905.13077},
year = {2019},
url = {http://arxiv.org/abs/1905.13077},
eprinttype = {arXiv},
eprint = {1905.13077},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13725,
author = {Jonathan Uesato and
Jean{-}Baptiste Alayrac and
Po{-}Sen Huang and
Robert Stanforth and
Alhussein Fawzi and
Pushmeet Kohli},
title = {Are Labels Required for Improving Adversarial Robustness?},
journal = {CoRR},
volume = {abs/1905.13725},
year = {2019},
url = {http://arxiv.org/abs/1905.13725},
eprinttype = {arXiv},
eprint = {1905.13725},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-02610,
author = {Chongli Qin and
James Martens and
Sven Gowal and
Dilip Krishnan and
Krishnamurthy Dvijotham and
Alhussein Fawzi and
Soham De and
Robert Stanforth and
Pushmeet Kohli},
title = {Adversarial Robustness through Local Linearization},
journal = {CoRR},
volume = {abs/1907.02610},
year = {2019},
url = {http://arxiv.org/abs/1907.02610},
eprinttype = {arXiv},
eprint = {1907.02610},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-02610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01492,
author = {Po{-}Sen Huang and
Robert Stanforth and
Johannes Welbl and
Chris Dyer and
Dani Yogatama and
Sven Gowal and
Krishnamurthy Dvijotham and
Pushmeet Kohli},
title = {Achieving Verified Robustness to Symbol Substitutions via Interval
Bound Propagation},
journal = {CoRR},
volume = {abs/1909.01492},
year = {2019},
url = {http://arxiv.org/abs/1909.01492},
eprinttype = {arXiv},
eprint = {1909.01492},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01492.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-06588,
author = {Rudy Bunel and
Jingyue Lu and
Ilker Turkaslan and
Philip H. S. Torr and
Pushmeet Kohli and
M. Pawan Kumar},
title = {Branch and Bound for Piecewise Linear Neural Network Verification},
journal = {CoRR},
volume = {abs/1909.06588},
year = {2019},
url = {http://arxiv.org/abs/1909.06588},
eprinttype = {arXiv},
eprint = {1909.06588},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-06588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01442,
author = {Kexin Yi and
Chuang Gan and
Yunzhu Li and
Pushmeet Kohli and
Jiajun Wu and
Antonio Torralba and
Joshua B. Tenenbaum},
title = {{CLEVRER:} CoLlision Events for Video REpresentation and Reasoning},
journal = {CoRR},
volume = {abs/1910.01442},
year = {2019},
url = {http://arxiv.org/abs/1910.01442},
eprinttype = {arXiv},
eprint = {1910.01442},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-01442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-02227,
author = {Richard Evans and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Johannes Welbl and
Pushmeet Kohli and
Marek J. Sergot},
title = {Making sense of sensory input},
journal = {CoRR},
volume = {abs/1910.02227},
year = {2019},
url = {http://arxiv.org/abs/1910.02227},
eprinttype = {arXiv},
eprint = {1910.02227},
timestamp = {Mon, 27 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-02227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09338,
author = {Sven Gowal and
Jonathan Uesato and
Chongli Qin and
Po{-}Sen Huang and
Timothy A. Mann and
Pushmeet Kohli},
title = {An Alternative Surrogate Loss for PGD-based Adversarial Testing},
journal = {CoRR},
volume = {abs/1910.09338},
year = {2019},
url = {http://arxiv.org/abs/1910.09338},
eprinttype = {arXiv},
eprint = {1910.09338},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-09338.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12980,
author = {Hanjun Dai and
Yujia Li and
Chenglong Wang and
Rishabh Singh and
Po{-}Sen Huang and
Pushmeet Kohli},
title = {Learning Transferable Graph Exploration},
journal = {CoRR},
volume = {abs/1910.12980},
year = {2019},
url = {http://arxiv.org/abs/1910.12980},
eprinttype = {arXiv},
eprint = {1910.12980},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-03064,
author = {Po{-}Sen Huang and
Huan Zhang and
Ray Jiang and
Robert Stanforth and
Johannes Welbl and
Jack Rae and
Vishal Maini and
Dani Yogatama and
Pushmeet Kohli},
title = {Reducing Sentiment Bias in Language Models via Counterfactual Evaluation},
journal = {CoRR},
volume = {abs/1911.03064},
year = {2019},
url = {http://arxiv.org/abs/1911.03064},
eprinttype = {arXiv},
eprint = {1911.03064},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-03064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02184,
author = {Daniel Zoran and
Mike Chrzanowski and
Po{-}Sen Huang and
Sven Gowal and
Alex Mott and
Pushmeet Kohli},
title = {Towards Robust Image Classification Using Sequential Attention Models},
journal = {CoRR},
volume = {abs/1912.02184},
year = {2019},
url = {http://arxiv.org/abs/1912.02184},
eprinttype = {arXiv},
eprint = {1912.02184},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-03192,
author = {Sven Gowal and
Chongli Qin and
Po{-}Sen Huang and
A. Taylan Cemgil and
Krishnamurthy Dvijotham and
Timothy A. Mann and
Pushmeet Kohli},
title = {Achieving Robustness in the Wild via Adversarial Mixing with Disentangled
Representations},
journal = {CoRR},
volume = {abs/1912.03192},
year = {2019},
url = {http://arxiv.org/abs/1912.03192},
eprinttype = {arXiv},
eprint = {1912.03192},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-03192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangGKJ18,
author = {Zi Wang and
Clement Gehring and
Pushmeet Kohli and
Stefanie Jegelka},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Batched Large-scale Bayesian Optimization in High-dimensional Spaces},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {745--754},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/wang18c.html},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/WangGKJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BahdanauHLHKG18,
author = {Dzmitry Bahdanau and
Felix Hill and
Jan Leike and
Edward Hughes and
Pushmeet Kohli and
Edward Grefenstette},
title = {Jointly Learning "What" and "How" from Instructions
and Goal-States},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=BkmZvdkPM},
timestamp = {Fri, 09 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BahdanauHLHKG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BunelHDSK18,
author = {Rudy Bunel and
Matthew J. Hausknecht and
Jacob Devlin and
Rishabh Singh and
Pushmeet Kohli},
title = {Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=H1Xw62kRZ},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BunelHDSK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/EvansSAKG18,
author = {Richard Evans and
David Saxton and
David Amos and
Pushmeet Kohli and
Edward Grefenstette},
title = {Can Neural Networks Understand Logical Entailment?},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=SkZxCk-0Z},
timestamp = {Mon, 27 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/EvansSAKG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/UesatoOKO18,
author = {Jonathan Uesato and
Brendan O'Donoghue and
Pushmeet Kohli and
A{\"{a}}ron van den Oord},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Adversarial Risk and the Dangers of Evaluating Against Weak Attacks},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5032--5041},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/uesato18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/UesatoOKO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VermaMSKC18,
author = {Abhinav Verma and
Vijayaraghavan Murali and
Rishabh Singh and
Pushmeet Kohli and
Swarat Chaudhuri},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Programmatically Interpretable Reinforcement Learning},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5052--5061},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/verma18a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/VermaMSKC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/BhatiaKS18,
author = {Sahil Bhatia and
Pushmeet Kohli and
Rishabh Singh},
editor = {Michel Chaudron and
Ivica Crnkovic and
Marsha Chechik and
Mark Harman},
title = {Neuro-symbolic program corrector for introductory programming assignments},
booktitle = {Proceedings of the 40th International Conference on Software Engineering,
{ICSE} 2018, Gothenburg, Sweden, May 27 - June 03, 2018},
pages = {60--70},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3180155.3180219},
doi = {10.1145/3180155.3180219},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/BhatiaKS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Yi0G0KT18,
author = {Kexin Yi and
Jiajun Wu and
Chuang Gan and
Antonio Torralba and
Pushmeet Kohli and
Josh Tenenbaum},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Neural-Symbolic {VQA:} Disentangling Reasoning from Vision and Language
Understanding},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {1039--1050},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/5e388103a391daabe3de1d76a6739ccd-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Yi0G0KT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BunelTTKM18,
author = {Rudy Bunel and
Ilker Turkaslan and
Philip H. S. Torr and
Pushmeet Kohli and
Pawan Kumar Mudigonda},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {A Unified View of Piecewise Linear Neural Network Verification},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {4795--4804},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/be53d253d6bc3258a8160556dda3e9b2-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BunelTTKM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DvijothamSGMK18,
author = {Krishnamurthy Dvijotham and
Robert Stanforth and
Sven Gowal and
Timothy A. Mann and
Pushmeet Kohli},
editor = {Amir Globerson and
Ricardo Silva},
title = {A Dual Approach to Scalable Verification of Deep Networks},
booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
2018},
pages = {550--559},
publisher = {{AUAI} Press},
year = {2018},
url = {http://auai.org/uai2018/proceedings/papers/204.pdf},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/DvijothamSGMK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-05666,
author = {Jonathan Uesato and
Brendan O'Donoghue and
A{\"{a}}ron van den Oord and
Pushmeet Kohli},
title = {Adversarial Risk and the Dangers of Evaluating Against Weak Attacks},
journal = {CoRR},
volume = {abs/1802.05666},
year = {2018},
url = {http://arxiv.org/abs/1802.05666},
eprinttype = {arXiv},
eprint = {1802.05666},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-05666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08535,
author = {Richard Evans and
David Saxton and
David Amos and
Pushmeet Kohli and
Edward Grefenstette},
title = {Can Neural Networks Understand Logical Entailment?},
journal = {CoRR},
volume = {abs/1802.08535},
year = {2018},
url = {http://arxiv.org/abs/1802.08535},
eprinttype = {arXiv},
eprint = {1802.08535},
timestamp = {Mon, 27 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06567,
author = {Krishnamurthy Dvijotham and
Robert Stanforth and
Sven Gowal and
Timothy A. Mann and
Pushmeet Kohli},
title = {A Dual Approach to Scalable Verification of Deep Networks},
journal = {CoRR},
volume = {abs/1803.06567},
year = {2018},
url = {http://arxiv.org/abs/1803.06567},
eprinttype = {arXiv},
eprint = {1803.06567},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-02477,
author = {Abhinav Verma and
Vijayaraghavan Murali and
Rishabh Singh and
Pushmeet Kohli and
Swarat Chaudhuri},
title = {Programmatically Interpretable Reinforcement Learning},
journal = {CoRR},
volume = {abs/1804.02477},
year = {2018},
url = {http://arxiv.org/abs/1804.02477},
eprinttype = {arXiv},
eprint = {1804.02477},
timestamp = {Tue, 03 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-02477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-04276,
author = {Rudy Bunel and
Matthew J. Hausknecht and
Jacob Devlin and
Rishabh Singh and
Pushmeet Kohli},
title = {Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis},
journal = {CoRR},
volume = {abs/1805.04276},
year = {2018},
url = {http://arxiv.org/abs/1805.04276},
eprinttype = {arXiv},
eprint = {1805.04276},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-04276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09028,
author = {Thomas Joy and
Alban Desmaison and
Thalaiyasingam Ajanthan and
Rudy Bunel and
Mathieu Salzmann and
Pushmeet Kohli and
Philip H. S. Torr and
M. Pawan Kumar},
title = {Efficient Relaxations for Dense CRFs with Sparse Higher Order Potentials},
journal = {CoRR},
volume = {abs/1805.09028},
year = {2018},
url = {http://arxiv.org/abs/1805.09028},
eprinttype = {arXiv},
eprint = {1805.09028},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10265,
author = {Krishnamurthy Dvijotham and
Sven Gowal and
Robert Stanforth and
Relja Arandjelovic and
Brendan O'Donoghue and
Jonathan Uesato and
Pushmeet Kohli},
title = {Training verified learners with learned verifiers},
journal = {CoRR},
volume = {abs/1805.10265},
year = {2018},
url = {http://arxiv.org/abs/1805.10265},
eprinttype = {arXiv},
eprint = {1805.10265},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11199,
author = {Nantas Nardelli and
Gabriel Synnaeve and
Zeming Lin and
Pushmeet Kohli and
Philip H. S. Torr and
Nicolas Usunier},
title = {Value Propagation Networks},
journal = {CoRR},
volume = {abs/1805.11199},
year = {2018},
url = {http://arxiv.org/abs/1805.11199},
eprinttype = {arXiv},
eprint = {1805.11199},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11199.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01261,
author = {Peter W. Battaglia and
Jessica B. Hamrick and
Victor Bapst and
Alvaro Sanchez{-}Gonzalez and
Vin{\'{\i}}cius Flores Zambaldi and
Mateusz Malinowski and
Andrea Tacchetti and
David Raposo and
Adam Santoro and
Ryan Faulkner and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
H. Francis Song and
Andrew J. Ballard and
Justin Gilmer and
George E. Dahl and
Ashish Vaswani and
Kelsey R. Allen and
Charles Nash and
Victoria Langston and
Chris Dyer and
Nicolas Heess and
Daan Wierstra and
Pushmeet Kohli and
Matthew M. Botvinick and
Oriol Vinyals and
Yujia Li and
Razvan Pascanu},
title = {Relational inductive biases, deep learning, and graph networks},
journal = {CoRR},
volume = {abs/1806.01261},
year = {2018},
url = {http://arxiv.org/abs/1806.01261},
eprinttype = {arXiv},
eprint = {1806.01261},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01946,
author = {Dzmitry Bahdanau and
Felix Hill and
Jan Leike and
Edward Hughes and
Pushmeet Kohli and
Edward Grefenstette},
title = {Learning to Follow Language Instructions with Adversarial Reward Induction},
journal = {CoRR},
volume = {abs/1806.01946},
year = {2018},
url = {http://arxiv.org/abs/1806.01946},
eprinttype = {arXiv},
eprint = {1806.01946},
timestamp = {Fri, 09 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01946.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-02338,
author = {Kexin Yi and
Jiajun Wu and
Chuang Gan and
Antonio Torralba and
Pushmeet Kohli and
Joshua B. Tenenbaum},
title = {Neural-Symbolic {VQA:} Disentangling Reasoning from Vision and Language
Understanding},
journal = {CoRR},
volume = {abs/1810.02338},
year = {2018},
url = {http://arxiv.org/abs/1810.02338},
eprinttype = {arXiv},
eprint = {1810.02338},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-02338.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-12715,
author = {Sven Gowal and
Krishnamurthy Dvijotham and
Robert Stanforth and
Rudy Bunel and
Chongli Qin and
Jonathan Uesato and
Relja Arandjelovic and
Timothy A. Mann and
Pushmeet Kohli},
title = {On the Effectiveness of Interval Bound Propagation for Training Verifiably
Robust Models},
journal = {CoRR},
volume = {abs/1810.12715},
year = {2018},
url = {http://arxiv.org/abs/1810.12715},
eprinttype = {arXiv},
eprint = {1810.12715},
timestamp = {Thu, 08 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-12715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-09300,
author = {Edward Grefenstette and
Robert Stanforth and
Brendan O'Donoghue and
Jonathan Uesato and
Grzegorz Swirszcz and
Pushmeet Kohli},
title = {Strength in Numbers: Trading-off Robustness and Computation via Adversarially-Trained
Ensembles},
journal = {CoRR},
volume = {abs/1811.09300},
year = {2018},
url = {http://arxiv.org/abs/1811.09300},
eprinttype = {arXiv},
eprint = {1811.09300},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-09300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01483,
author = {Thomas Kipf and
Yujia Li and
Hanjun Dai and
Vin{\'{\i}}cius Flores Zambaldi and
Edward Grefenstette and
Pushmeet Kohli and
Peter W. Battaglia},
title = {Compositional Imitation Learning: Explaining and executing one task
at a time},
journal = {CoRR},
volume = {abs/1812.01483},
year = {2018},
url = {http://arxiv.org/abs/1812.01483},
eprinttype = {arXiv},
eprint = {1812.01483},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-01483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01647,
author = {Jonathan Uesato and
Ananya Kumar and
Csaba Szepesv{\'{a}}ri and
Tom Erez and
Avraham Ruderman and
Keith Anderson and
Krishnamurthy Dvijotham and
Nicolas Heess and
Pushmeet Kohli},
title = {Rigorous Agent Evaluation: An Adversarial Approach to Uncover Catastrophic
Failures},
journal = {CoRR},
volume = {abs/1812.01647},
year = {2018},
url = {http://arxiv.org/abs/1812.01647},
eprinttype = {arXiv},
eprint = {1812.01647},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-01647.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02795,
author = {Krishnamurthy Dvijotham and
Marta Garnelo and
Alhussein Fawzi and
Pushmeet Kohli},
title = {Verification of deep probabilistic models},
journal = {CoRR},
volume = {abs/1812.02795},
year = {2018},
url = {http://arxiv.org/abs/1812.02795},
eprinttype = {arXiv},
eprint = {1812.02795},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-02795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-05979,
author = {Miljan Martic and
Jan Leike and
Andrew Trask and
Matteo Hessel and
Shane Legg and
Pushmeet Kohli},
title = {Scaling shared model governance via model splitting},
journal = {CoRR},
volume = {abs/1812.05979},
year = {2018},
url = {http://arxiv.org/abs/1812.05979},
eprinttype = {arXiv},
eprint = {1812.05979},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-05979.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/JansenKKK18,
author = {Nils Jansen and
Joost{-}Pieter Katoen and
Pushmeet Kohli and
Jan Kret{\'{\i}}nsk{\'{y}}},
title = {Machine Learning and Model Checking Join Forces (Dagstuhl Seminar
18121)},
journal = {Dagstuhl Reports},
volume = {8},
number = {3},
pages = {74--93},
year = {2018},
url = {https://doi.org/10.4230/DagRep.8.3.74},
doi = {10.4230/DAGREP.8.3.74},
timestamp = {Sat, 29 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/JansenKKK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/0001TK17,
author = {Jiajun Wu and
Joshua B. Tenenbaum and
Pushmeet Kohli},
title = {Neural Scene De-rendering},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {7035--7043},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPR.2017.744},
doi = {10.1109/CVPR.2017.744},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/0001TK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ZhangBKIX17,
author = {Yinda Zhang and
Mingru Bai and
Pushmeet Kohli and
Shahram Izadi and
Jianxiong Xiao},
title = {DeepContext: Context-Encoding Neural Pathways for 3D Holistic Scene
Understanding},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
Italy, October 22-29, 2017},
pages = {1201--1210},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCV.2017.135},
doi = {10.1109/ICCV.2017.135},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ZhangBKIX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/Liu0KF17,
author = {Chen Liu and
Jiajun Wu and
Pushmeet Kohli and
Yasutaka Furukawa},
title = {Raster-to-Vector: Revisiting Floorplan Transformation},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
Italy, October 22-29, 2017},
pages = {2214--2222},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCV.2017.241},
doi = {10.1109/ICCV.2017.241},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/Liu0KF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/OlszewskiLYZYHX17,
author = {Kyle Olszewski and
Zimo Li and
Chao Yang and
Yi Zhou and
Ronald Yu and
Zeng Huang and
Sitao Xiang and
Shunsuke Saito and
Pushmeet Kohli and
Hao Li},
title = {Realistic Dynamic Facial Textures from a Single Image Using GANs},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
Italy, October 22-29, 2017},
pages = {5439--5448},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCV.2017.580},
doi = {10.1109/ICCV.2017.580},
timestamp = {Wed, 13 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/OlszewskiLYZYHX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/RomaszkoWMK17,
author = {Lukasz Romaszko and
Christopher K. I. Williams and
Pol Moreno and
Pushmeet Kohli},
title = {Vision-as-Inverse-Graphics: Obtaining a Rich 3D Explanation of a Scene
from a Single Image},
booktitle = {2017 {IEEE} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2017, Venice, Italy, October 22-29, 2017},
pages = {940--948},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCVW.2017.115},
doi = {10.1109/ICCVW.2017.115},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/RomaszkoWMK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BunelDKTK17,
author = {Rudy Bunel and
Alban Desmaison and
M. Pawan Kumar and
Philip H. S. Torr and
Pushmeet Kohli},
title = {Learning to superoptimize programs},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=r1rz6U5lg},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BunelDKTK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ParisottoMS0ZK17,
author = {Emilio Parisotto and
Abdel{-}rahman Mohamed and
Rishabh Singh and
Lihong Li and
Dengyong Zhou and
Pushmeet Kohli},
title = {Neuro-Symbolic Program Synthesis},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=rJ0JwFcex},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ParisottoMS0ZK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YangYKYH17,
author = {Yingzhen Yang and
Jiahui Yu and
Pushmeet Kohli and
Jianchao Yang and
Thomas S. Huang},
title = {Support Regularized Sparse Coding and Its Fast Encoder},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=HkljfjFee},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YangYKYH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AllamanisCKS17,
author = {Miltiadis Allamanis and
Pankajan Chanthirasegaran and
Pushmeet Kohli and
Charles Sutton},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Continuous Semantic Representations of Symbolic Expressions},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {80--88},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/allamanis17a.html},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AllamanisCKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DevlinUBSMK17,
author = {Jacob Devlin and
Jonathan Uesato and
Surya Bhupatiraju and
Rishabh Singh and
Abdel{-}rahman Mohamed and
Pushmeet Kohli},
editor = {Doina Precup and
Yee Whye Teh},
title = {RobustFill: Neural Program Learning under Noisy {I/O}},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {990--998},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/devlin17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DevlinUBSMK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FoersterNFATKW17,
author = {Jakob N. Foerster and
Nantas Nardelli and
Gregory Farquhar and
Triantafyllos Afouras and
Philip H. S. Torr and
Pushmeet Kohli and
Shimon Whiteson},
editor = {Doina Precup and
Yee Whye Teh},
title = {Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1146--1155},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/foerster17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FoersterNFATKW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OhSLK17,
author = {Junhyuk Oh and
Satinder Singh and
Honglak Lee and
Pushmeet Kohli},
editor = {Doina Precup and
Yee Whye Teh},
title = {Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2661--2670},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/oh17a.html},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OhSLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangLJK17,
author = {Zi Wang and
Chengtao Li and
Stefanie Jegelka and
Pushmeet Kohli},
editor = {Doina Precup and
Yee Whye Teh},
title = {Batched High-dimensional Bayesian Optimization via Structural Kernel
Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3656--3664},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/wang17h.html},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangLJK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001LKFT17,
author = {Jiajun Wu and
Erika Lu and
Pushmeet Kohli and
Bill Freeman and
Josh Tenenbaum},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Learning to See Physics via Visual De-animation},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {153--164},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/4c56ff4ce4aaf9573aa5dff913df997a-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/0001LKFT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DevlinBSHK17,
author = {Jacob Devlin and
Rudy Bunel and
Rishabh Singh and
Matthew J. Hausknecht and
Pushmeet Kohli},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Neural Program Meta-Induction},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {2080--2088},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/3bf55bbad370a8fcad1d09b005e278c2-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DevlinBSHK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NarayanaswamyPM17,
author = {Siddharth Narayanaswamy and
Brooks Paige and
Jan{-}Willem van de Meent and
Alban Desmaison and
Noah D. Goodman and
Pushmeet Kohli and
Frank D. Wood and
Philip H. S. Torr},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Learning Disentangled Representations with Semi-Supervised Deep Generative
Models},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {5925--5935},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/9cb9ed4f35cf7c2f295cc2bc6f732a84-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NarayanaswamyPM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sas/BrockschmidtCKK17,
author = {Marc Brockschmidt and
Yuxin Chen and
Pushmeet Kohli and
Siddharth Krishna and
Daniel Tarlow},
editor = {Francesco Ranzato},
title = {Learning Shape Analysis},
booktitle = {Static Analysis - 24th International Symposium, {SAS} 2017, New York,
NY, USA, August 30 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10422},
pages = {66--87},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66706-5\_4},
doi = {10.1007/978-3-319-66706-5\_4},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sas/BrockschmidtCKK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/snapl/SinghK17,
author = {Rishabh Singh and
Pushmeet Kohli},
editor = {Benjamin S. Lerner and
Rastislav Bod{\'{\i}}k and
Shriram Krishnamurthi},
title = {{AP:} Artificial Programming},
booktitle = {2nd Summit on Advances in Programming Languages, {SNAPL} 2017, May
7-10, 2017, Asilomar, CA, {USA}},
series = {LIPIcs},
volume = {71},
pages = {16:1--16:12},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2017},
url = {https://doi.org/10.4230/LIPIcs.SNAPL.2017.16},
doi = {10.4230/LIPICS.SNAPL.2017.16},
timestamp = {Tue, 11 Feb 2020 15:52:14 +0100},
biburl = {https://dblp.org/rec/conf/snapl/SinghK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FoersterNFTKW17,
author = {Jakob N. Foerster and
Nantas Nardelli and
Gregory Farquhar and
Philip H. S. Torr and
Pushmeet Kohli and
Shimon Whiteson},
title = {Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning},
journal = {CoRR},
volume = {abs/1702.08887},
year = {2017},
url = {http://arxiv.org/abs/1702.08887},
eprinttype = {arXiv},
eprint = {1702.08887},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FoersterNFTKW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1703-01973,
author = {Zi Wang and
Chengtao Li and
Stefanie Jegelka and
Pushmeet Kohli},
title = {Batched High-dimensional Bayesian Optimization via Structural Kernel
Learning},
journal = {CoRR},
volume = {abs/1703.01973},
year = {2017},
url = {http://arxiv.org/abs/1703.01973},
eprinttype = {arXiv},
eprint = {1703.01973},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1703-01973.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DevlinUBSMK17,
author = {Jacob Devlin and
Jonathan Uesato and
Surya Bhupatiraju and
Rishabh Singh and
Abdel{-}rahman Mohamed and
Pushmeet Kohli},
title = {RobustFill: Neural Program Learning under Noisy {I/O}},
journal = {CoRR},
volume = {abs/1703.07469},
year = {2017},
url = {http://arxiv.org/abs/1703.07469},
eprinttype = {arXiv},
eprint = {1703.07469},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DevlinUBSMK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BhupatirajuSMK17,
author = {Surya Bhupatiraju and
Rishabh Singh and
Abdel{-}rahman Mohamed and
Pushmeet Kohli},
title = {Deep {API} Programmer: Learning to Program with APIs},
journal = {CoRR},
volume = {abs/1704.04327},
year = {2017},
url = {http://arxiv.org/abs/1704.04327},
eprinttype = {arXiv},
eprint = {1704.04327},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BhupatirajuSMK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SiddharthPMDWGK17,
author = {N. Siddharth and
Brooks Paige and
Jan{-}Willem van de Meent and
Alban Desmaison and
Frank D. Wood and
Noah D. Goodman and
Pushmeet Kohli and
Philip H. S. Torr},
title = {Learning Disentangled Representations with Semi-Supervised Deep Generative
Models},
journal = {CoRR},
volume = {abs/1706.00400},
year = {2017},
url = {http://arxiv.org/abs/1706.00400},
eprinttype = {arXiv},
eprint = {1706.00400},
timestamp = {Fri, 19 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SiddharthPMDWGK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1706-01445,
author = {Zi Wang and
Clement Gehring and
Pushmeet Kohli and
Stefanie Jegelka},
title = {Batched Large-scale Bayesian Optimization in High-dimensional Spaces},
journal = {CoRR},
volume = {abs/1706.01445},
year = {2017},
url = {http://arxiv.org/abs/1706.01445},
eprinttype = {arXiv},
eprint = {1706.01445},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1706-01445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OhSLK17,
author = {Junhyuk Oh and
Satinder Singh and
Honglak Lee and
Pushmeet Kohli},
title = {Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1706.05064},
year = {2017},
url = {http://arxiv.org/abs/1706.05064},
eprinttype = {arXiv},
eprint = {1706.05064},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OhSLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-04157,
author = {Jacob Devlin and
Rudy Bunel and
Rishabh Singh and
Matthew J. Hausknecht and
Pushmeet Kohli},
title = {Neural Program Meta-Induction},
journal = {CoRR},
volume = {abs/1710.04157},
year = {2017},
url = {http://arxiv.org/abs/1710.04157},
eprinttype = {arXiv},
eprint = {1710.04157},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-04157.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-11054,
author = {Jacob Devlin and
Jonathan Uesato and
Rishabh Singh and
Pushmeet Kohli},
title = {Semantic Code Repair using Neuro-Symbolic Transformation Networks},
journal = {CoRR},
volume = {abs/1710.11054},
year = {2017},
url = {http://arxiv.org/abs/1710.11054},
eprinttype = {arXiv},
eprint = {1710.11054},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-11054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-00455,
author = {Rudy Bunel and
Ilker Turkaslan and
Philip H. S. Torr and
Pushmeet Kohli and
M. Pawan Kumar},
title = {Piecewise Linear Neural Network verification: {A} comparative study},
journal = {CoRR},
volume = {abs/1711.00455},
year = {2017},
url = {http://arxiv.org/abs/1711.00455},
eprinttype = {arXiv},
eprint = {1711.00455},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-00455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/VenanziGKJ16,
author = {Matteo Venanzi and
John Guiver and
Pushmeet Kohli and
Nicholas R. Jennings},
title = {Time-Sensitive Bayesian Information Aggregation for Crowdsourcing
Systems},
journal = {J. Artif. Intell. Res.},
volume = {56},
pages = {517--545},
year = {2016},
url = {https://doi.org/10.1613/jair.5175},
doi = {10.1613/JAIR.5175},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/VenanziGKJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/Izadi16,
author = {Mingsong Dou and
Sameh Khamis and
Yury Degtyarev and
Philip L. Davidson and
Sean Ryan Fanello and
Adarsh Kowdle and
Sergio Orts{-}Escolano and
Christoph Rhemann and
David Kim and
Jonathan Taylor and
Pushmeet Kohli and
Vladimir Tankovich and
Shahram Izadi},
title = {Fusion4D: real-time performance capture of challenging scenes},
journal = {{ACM} Trans. Graph.},
volume = {35},
number = {4},
pages = {114:1--114:13},
year = {2016},
url = {https://doi.org/10.1145/2897824.2925969},
doi = {10.1145/2897824.2925969},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tog/Izadi16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/SharpIBFS16,
author = {Jonathan Taylor and
Lucas Bordeaux and
Thomas J. Cashman and
Bob Corish and
Cem Keskin and
Toby Sharp and
Eduardo Soto and
David Sweeney and
Julien P. C. Valentin and
Benjamin Luff and
Arran Topalian and
Erroll Wood and
Sameh Khamis and
Pushmeet Kohli and
Shahram Izadi and
Richard Banks and
Andrew W. Fitzgibbon and
Jamie Shotton},
title = {Efficient and precise interactive hand tracking through joint, continuous
optimization of pose and correspondences},
journal = {{ACM} Trans. Graph.},
volume = {35},
number = {4},
pages = {143:1--143:12},
year = {2016},
url = {https://doi.org/10.1145/2897824.2925965},
doi = {10.1145/2897824.2925965},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tog/SharpIBFS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/3dim/ValentinDNKTIK16,
author = {Julien P. C. Valentin and
Angela Dai and
Matthias Nie{\ss}ner and
Pushmeet Kohli and
Philip H. S. Torr and
Shahram Izadi and
Cem Keskin},
title = {Learning to Navigate the Energy Landscape},
booktitle = {Fourth International Conference on 3D Vision, 3DV 2016, Stanford,
CA, USA, October 25-28, 2016},
pages = {323--332},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/3DV.2016.41},
doi = {10.1109/3DV.2016.41},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/3dim/ValentinDNKTIK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangFRIK16,
author = {Shenlong Wang and
Sean Ryan Fanello and
Christoph Rhemann and
Shahram Izadi and
Pushmeet Kohli},
title = {The Global Patch Collider},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
pages = {127--135},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPR.2016.21},
doi = {10.1109/CVPR.2016.21},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WangFRIK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiuKF16,
author = {Chen Liu and
Pushmeet Kohli and
Yasutaka Furukawa},
title = {Layered Scene Decomposition via the Occlusion-CRF},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
pages = {165--173},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPR.2016.25},
doi = {10.1109/CVPR.2016.25},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LiuKF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/MorenoWNK16,
author = {Pol Moreno and
Christopher K. I. Williams and
Charlie Nash and
Pushmeet Kohli},
editor = {Gang Hua and
Herv{\'{e}} J{\'{e}}gou},
title = {Overcoming Occlusion with Inverse Graphics},
booktitle = {Computer Vision - {ECCV} 2016 Workshops - Amsterdam, The Netherlands,
October 8-10 and 15-16, 2016, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9915},
pages = {170--185},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-49409-8\_16},
doi = {10.1007/978-3-319-49409-8\_16},
timestamp = {Sun, 02 Jun 2019 21:17:49 +0200},
biburl = {https://dblp.org/rec/conf/eccv/MorenoWNK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/GrantKG16,
author = {Edward Grant and
Pushmeet Kohli and
Marcel van Gerven},
editor = {Gang Hua and
Herv{\'{e}} J{\'{e}}gou},
title = {Deep Disentangled Representations for Volumetric Reconstruction},
booktitle = {Computer Vision - {ECCV} 2016 Workshops - Amsterdam, The Netherlands,
October 8-10 and 15-16, 2016, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9915},
pages = {266--279},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-49409-8\_22},
doi = {10.1007/978-3-319-49409-8\_22},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/GrantKG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/DesmaisonBKTK16,
author = {Alban Desmaison and
Rudy Bunel and
Pushmeet Kohli and
Philip H. S. Torr and
M. Pawan Kumar},
editor = {Bastian Leibe and
Jiri Matas and
Nicu Sebe and
Max Welling},
title = {Efficient Continuous Relaxations for Dense {CRF}},
booktitle = {Computer Vision - {ECCV} 2016 - 14th European Conference, Amsterdam,
The Netherlands, October 11-14, 2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9906},
pages = {818--833},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46475-6\_50},
doi = {10.1007/978-3-319-46475-6\_50},
timestamp = {Wed, 07 Dec 2022 23:10:23 +0100},
biburl = {https://dblp.org/rec/conf/eccv/DesmaisonBKTK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/MostafazadehCHP16,
author = {Nasrin Mostafazadeh and
Nathanael Chambers and
Xiaodong He and
Devi Parikh and
Dhruv Batra and
Lucy Vanderwende and
Pushmeet Kohli and
James F. Allen},
editor = {Kevin Knight and
Ani Nenkova and
Owen Rambow},
title = {A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense
Stories},
booktitle = {{NAACL} {HLT} 2016, The 2016 Conference of the North American Chapter
of the Association for Computational Linguistics: Human Language Technologies,
San Diego California, USA, June 12-17, 2016},
pages = {839--849},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/n16-1098},
doi = {10.18653/V1/N16-1098},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/MostafazadehCHP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/HuangFMMADGHKBZ16,
author = {Ting{-}Hao (Kenneth) Huang and
Francis Ferraro and
Nasrin Mostafazadeh and
Ishan Misra and
Aishwarya Agrawal and
Jacob Devlin and
Ross B. Girshick and
Xiaodong He and
Pushmeet Kohli and
Dhruv Batra and
C. Lawrence Zitnick and
Devi Parikh and
Lucy Vanderwende and
Michel Galley and
Margaret Mitchell},
editor = {Kevin Knight and
Ani Nenkova and
Owen Rambow},
title = {Visual Storytelling},
booktitle = {{NAACL} {HLT} 2016, The 2016 Conference of the North American Chapter
of the Association for Computational Linguistics: Human Language Technologies,
San Diego California, USA, June 12-17, 2016},
pages = {1233--1239},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/n16-1147},
doi = {10.18653/V1/N16-1147},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/HuangFMMADGHKBZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FigurnovIVK16,
author = {Mikhail Figurnov and
Aizhan Ibraimova and
Dmitry P. Vetrov and
Pushmeet Kohli},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {947--955},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/f0e52b27a7a5d6a1a87373dffa53dbe5-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FigurnovIVK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BunelDMKT16,
author = {Rudy Bunel and
Alban Desmaison and
Pawan Kumar Mudigonda and
Pushmeet Kohli and
Philip H. S. Torr},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Adaptive Neural Compilation},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1444--1452},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/f0adc8838f4bdedde4ec2cfad0515589-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BunelDMKT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KathuriaDK16,
author = {Tarun Kathuria and
Amit Deshpande and
Pushmeet Kohli},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Batched Gaussian Process Bandit Optimization via Determinantal Point
Processes},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4206--4214},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/a1d7311f2a312426d710e1c617fcbc8c-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KathuriaDK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/repeval/MostafazadehVYK16,
author = {Nasrin Mostafazadeh and
Lucy Vanderwende and
Wen{-}tau Yih and
Pushmeet Kohli and
James F. Allen},
title = {Story Cloze Evaluator: Vector Space Representation Evaluation by Predicting
What Happens Next},
booktitle = {Proceedings of the 1st Workshop on Evaluating Vector-Space Representations
for NLP, RepEval@ACL 2016, Berlin, Germany, August 2016},
pages = {24--29},
publisher = {Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/W16-2505},
doi = {10.18653/V1/W16-2505},
timestamp = {Fri, 06 Aug 2021 00:41:19 +0200},
biburl = {https://dblp.org/rec/conf/repeval/MostafazadehVYK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LewenbergBBK16,
author = {Yoad Lewenberg and
Yoram Bachrach and
Lucas Bordeaux and
Pushmeet Kohli},
editor = {Alexander Ihler and
Dominik Janzing},
title = {Political Dimensionality Estimation Using a Probabilistic Graphical
Model},
booktitle = {Proceedings of the Thirty-Second Conference on Uncertainty in Artificial
Intelligence, {UAI} 2016, June 25-29, 2016, New York City, NY, {USA}},
publisher = {{AUAI} Press},
year = {2016},
url = {http://auai.org/uai2016/proceedings/papers/61.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/LewenbergBBK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uist/Orts-EscolanoRF16,
author = {Sergio Orts{-}Escolano and
Christoph Rhemann and
Sean Ryan Fanello and
Wayne Chang and
Adarsh Kowdle and
Yury Degtyarev and
David Kim and
Philip L. Davidson and
Sameh Khamis and
Mingsong Dou and
Vladimir Tankovich and
Charles T. Loop and
Qin Cai and
Philip A. Chou and
Sarah Mennicken and
Julien P. C. Valentin and
Vivek Pradeep and
Shenlong Wang and
Sing Bing Kang and
Pushmeet Kohli and
Yuliya Lutchyn and
Cem Keskin and
Shahram Izadi},
editor = {Jun Rekimoto and
Takeo Igarashi and
Jacob O. Wobbrock and
Daniel Avrahami},
title = {Holoportation: Virtual 3D Teleportation in Real-time},
booktitle = {Proceedings of the 29th Annual Symposium on User Interface Software
and Technology, {UIST} 2016, Tokyo, Japan, October 16-19, 2016},
pages = {741--754},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2984511.2984517},
doi = {10.1145/2984511.2984517},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uist/Orts-EscolanoRF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tac/NogueiraKMAKM16,
author = {Rodrigo Nogueira and
Taesup Kim and
Abdel{-}rahman Mohamed and
Ahmed Hassan Awadallah and
Pushmeet Kohli and
Ahmed Mohamed},
title = {{MSR} System Description - {TAC} 2016 {KBP} Cold Start Slof Filling
Track},
booktitle = {Proceedings of the 2016 Text Analysis Conference, {TAC} 2016, Gaithersburg,
Maryland, USA, November 14-15, 2016},
publisher = {{NIST}},
year = {2016},
url = {https://tac.nist.gov/publications/2016/participant.papers/TAC2016.MSR.proceedings.pdf},
timestamp = {Tue, 20 Aug 2019 13:25:24 +0200},
biburl = {https://dblp.org/rec/conf/tac/NogueiraKMAKM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangBKIX16,
author = {Yinda Zhang and
Mingru Bai and
Pushmeet Kohli and
Shahram Izadi and
Jianxiong Xiao},
title = {DeepContext: Context-Encoding Neural Pathways for 3D Holistic Scene
Understanding},
journal = {CoRR},
volume = {abs/1603.04922},
year = {2016},
url = {http://arxiv.org/abs/1603.04922},
eprinttype = {arXiv},
eprint = {1603.04922},
timestamp = {Fri, 20 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangBKIX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ValentinDNKTIK16,
author = {Julien P. C. Valentin and
Angela Dai and
Matthias Nie{\ss}ner and
Pushmeet Kohli and
Philip H. S. Torr and
Shahram Izadi and
Cem Keskin},
title = {Learning to Navigate the Energy Landscape},
journal = {CoRR},
volume = {abs/1603.05772},
year = {2016},
url = {http://arxiv.org/abs/1603.05772},
eprinttype = {arXiv},
eprint = {1603.05772},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ValentinDNKTIK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MostafazadehCHP16,
author = {Nasrin Mostafazadeh and
Nathanael Chambers and
Xiaodong He and
Devi Parikh and
Dhruv Batra and
Lucy Vanderwende and
Pushmeet Kohli and
James F. Allen},
title = {A Corpus and Evaluation Framework for Deeper Understanding of Commonsense
Stories},
journal = {CoRR},
volume = {abs/1604.01696},
year = {2016},
url = {http://arxiv.org/abs/1604.01696},
eprinttype = {arXiv},
eprint = {1604.01696},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MostafazadehCHP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuangFMMADGHKBZ16,
author = {Ting{-}Hao (Kenneth) Huang and
Francis Ferraro and
Nasrin Mostafazadeh and
Ishan Misra and
Aishwarya Agrawal and
Jacob Devlin and
Ross B. Girshick and
Xiaodong He and
Pushmeet Kohli and
Dhruv Batra and
C. Lawrence Zitnick and
Devi Parikh and
Lucy Vanderwende and
Michel Galley and
Margaret Mitchell},
title = {Visual Storytelling},
journal = {CoRR},
volume = {abs/1604.03968},
year = {2016},
url = {http://arxiv.org/abs/1604.03968},
eprinttype = {arXiv},
eprint = {1604.03968},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuangFMMADGHKBZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BunelDKTK16,
author = {Rudy Bunel and
Alban Desmaison and
Pushmeet Kohli and
Philip H. S. Torr and
Pawan Kumar Mudigonda},
title = {Adaptive Neural Compilation},
journal = {CoRR},
volume = {abs/1605.07969},
year = {2016},
url = {http://arxiv.org/abs/1605.07969},
eprinttype = {arXiv},
eprint = {1605.07969},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BunelDKTK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GauntBSKKTT16,
author = {Alexander L. Gaunt and
Marc Brockschmidt and
Rishabh Singh and
Nate Kushman and
Pushmeet Kohli and
Jonathan Taylor and
Daniel Tarlow},
title = {TerpreT: {A} Probabilistic Programming Language for Program Induction},
journal = {CoRR},
volume = {abs/1608.04428},
year = {2016},
url = {http://arxiv.org/abs/1608.04428},
eprinttype = {arXiv},
eprint = {1608.04428},
timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GauntBSKKTT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DesmaisonBKTK16,
author = {Alban Desmaison and
Rudy Bunel and
Pushmeet Kohli and
Philip H. S. Torr and
M. Pawan Kumar},
title = {Efficient Continuous Relaxations for Dense {CRF}},
journal = {CoRR},
volume = {abs/1608.06192},
year = {2016},
url = {http://arxiv.org/abs/1608.06192},
eprinttype = {arXiv},
eprint = {1608.06192},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DesmaisonBKTK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GrantKG16,
author = {Edward Grant and
Pushmeet Kohli and
Marcel van Gerven},
title = {Deep disentangled representations for volumetric reconstruction},
journal = {CoRR},
volume = {abs/1610.03777},
year = {2016},
url = {http://arxiv.org/abs/1610.03777},
eprinttype = {arXiv},
eprint = {1610.03777},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GrantKG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AllamanisCKS16,
author = {Miltiadis Allamanis and
Pankajan Chanthirasegaran and
Pushmeet Kohli and
Charles Sutton},
title = {Learning Continuous Semantic Representations of Symbolic Expressions},
journal = {CoRR},
volume = {abs/1611.01423},
year = {2016},
url = {http://arxiv.org/abs/1611.01423},
eprinttype = {arXiv},
eprint = {1611.01423},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AllamanisCKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BunelDKTK16a,
author = {Rudy Bunel and
Alban Desmaison and
M. Pawan Kumar and
Philip H. S. Torr and
Pushmeet Kohli},
title = {Learning to superoptimize programs},
journal = {CoRR},
volume = {abs/1611.01787},
year = {2016},
url = {http://arxiv.org/abs/1611.01787},
eprinttype = {arXiv},
eprint = {1611.01787},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BunelDKTK16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ParisottoMSLZK16,
author = {Emilio Parisotto and
Abdel{-}rahman Mohamed and
Rishabh Singh and
Lihong Li and
Dengyong Zhou and
Pushmeet Kohli},
title = {Neuro-Symbolic Program Synthesis},
journal = {CoRR},
volume = {abs/1611.01855},
year = {2016},
url = {http://arxiv.org/abs/1611.01855},
eprinttype = {arXiv},
eprint = {1611.01855},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ParisottoMSLZK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FakoorMMKK16,
author = {Rasool Fakoor and
Abdel{-}rahman Mohamed and
Margaret Mitchell and
Sing Bing Kang and
Pushmeet Kohli},
title = {Memory-augmented Attention Modelling for Videos},
journal = {CoRR},
volume = {abs/1611.02261},
year = {2016},
url = {http://arxiv.org/abs/1611.02261},
eprinttype = {arXiv},
eprint = {1611.02261},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FakoorMMKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KathuriaDK16,
author = {Tarun Kathuria and
Amit Deshpande and
Pushmeet Kohli},
title = {Batched Gaussian Process Bandit Optimization via Determinantal Point
Processes},
journal = {CoRR},
volume = {abs/1611.04088},
year = {2016},
url = {http://arxiv.org/abs/1611.04088},
eprinttype = {arXiv},
eprint = {1611.04088},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KathuriaDK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SiddharthPDMWGK16,
author = {N. Siddharth and
Brooks Paige and
Alban Desmaison and
Jan{-}Willem van de Meent and
Frank D. Wood and
Noah D. Goodman and
Pushmeet Kohli and
Philip H. S. Torr},
title = {Inducing Interpretable Representations with Variational Autoencoders},
journal = {CoRR},
volume = {abs/1611.07492},
year = {2016},
url = {http://arxiv.org/abs/1611.07492},
eprinttype = {arXiv},
eprint = {1611.07492},
timestamp = {Fri, 19 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SiddharthPDMWGK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GauntBSKKTT16a,
author = {Alexander L. Gaunt and
Marc Brockschmidt and
Rishabh Singh and
Nate Kushman and
Pushmeet Kohli and
Jonathan Taylor and
Daniel Tarlow},
title = {Summary - TerpreT: {A} Probabilistic Programming Language for Program
Induction},
journal = {CoRR},
volume = {abs/1612.00817},
year = {2016},
url = {http://arxiv.org/abs/1612.00817},
eprinttype = {arXiv},
eprint = {1612.00817},
timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GauntBSKKTT16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BunelDKTK16b,
author = {Rudy Bunel and
Alban Desmaison and
M. Pawan Kumar and
Philip H. S. Torr and
Pushmeet Kohli},
title = {Learning to superoptimize programs - Workshop Version},
journal = {CoRR},
volume = {abs/1612.01094},
year = {2016},
url = {http://arxiv.org/abs/1612.01094},
eprinttype = {arXiv},
eprint = {1612.01094},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BunelDKTK16b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuWKF16,
author = {Chen Liu and
Jiajun Wu and
Pushmeet Kohli and
Yasutaka Furukawa},
title = {Deep Multi-Modal Image Correspondence Learning},
journal = {CoRR},
volume = {abs/1612.01225},
year = {2016},
url = {http://arxiv.org/abs/1612.01225},
eprinttype = {arXiv},
eprint = {1612.01225},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuWKF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuYKF16,
author = {Chen Liu and
Hang Yan and
Pushmeet Kohli and
Yasutaka Furukawa},
title = {Multi-way Particle Swarm Fusion},
journal = {CoRR},
volume = {abs/1612.01234},
year = {2016},
url = {http://arxiv.org/abs/1612.01234},
eprinttype = {arXiv},
eprint = {1612.01234},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LiuYKF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cgf/WangKM15,
author = {Tuanfeng Y. Wang and
Pushmeet Kohli and
Niloy J. Mitra},
title = {Dynamic SfM: Detecting Scene Changes from Image Pairs},
journal = {Comput. Graph. Forum},
volume = {34},
number = {5},
pages = {177--189},
year = {2015},
url = {https://doi.org/10.1111/cgf.12706},
doi = {10.1111/CGF.12706},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cgf/WangKM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdar/MilyaevBNKL15,
author = {Sergey Milyaev and
Olga Barinova and
Tatiana Novikova and
Pushmeet Kohli and
Victor S. Lempitsky},
title = {Fast and accurate scene text understanding with image binarization
and off-the-shelf {OCR}},
journal = {Int. J. Document Anal. Recognit.},
volume = {18},
number = {2},
pages = {169--182},
year = {2015},
url = {https://doi.org/10.1007/s10032-015-0240-4},
doi = {10.1007/S10032-015-0240-4},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdar/MilyaevBNKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/ValentinVCKSKNC15,
author = {Julien P. C. Valentin and
Vibhav Vineet and
Ming{-}Ming Cheng and
David Kim and
Jamie Shotton and
Pushmeet Kohli and
Matthias Nie{\ss}ner and
Antonio Criminisi and
Shahram Izadi and
Philip H. S. Torr},
title = {SemanticPaint: Interactive 3D Labeling and Learning at your Fingertips},
journal = {{ACM} Trans. Graph.},
volume = {34},
number = {5},
pages = {154:1--154:17},
year = {2015},
url = {https://doi.org/10.1145/2751556},
doi = {10.1145/2751556},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tog/ValentinVCKSKNC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/OndruskaKI15,
author = {Peter Ondruska and
Pushmeet Kohli and
Shahram Izadi},
title = {MobileFusion: Real-Time Volumetric Surface Reconstruction and Dense
Tracking on Mobile Phones},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {21},
number = {11},
pages = {1251--1258},
year = {2015},
url = {https://doi.org/10.1109/TVCG.2015.2459902},
doi = {10.1109/TVCG.2015.2459902},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/OndruskaKI15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JampaniETKW15,
author = {Varun Jampani and
S. M. Ali Eslami and
Daniel Tarlow and
Pushmeet Kohli and
John M. Winn},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Consensus Message Passing for Layered Graphical Models},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/jampani15.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JampaniETKW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/SharpKRTSKRLVWF15,
author = {Toby Sharp and
Cem Keskin and
Duncan P. Robertson and
Jonathan Taylor and
Jamie Shotton and
David Kim and
Christoph Rhemann and
Ido Leichter and
Alon Vinnikov and
Yichen Wei and
Daniel Freedman and
Pushmeet Kohli and
Eyal Krupka and
Andrew W. Fitzgibbon and
Shahram Izadi},
editor = {Bo Begole and
Jinwoo Kim and
Kori Inkpen and
Woontack Woo},
title = {Accurate, Robust, and Flexible Real-time Hand Tracking},
booktitle = {Proceedings of the 33rd Annual {ACM} Conference on Human Factors in
Computing Systems, {CHI} 2015, Seoul, Republic of Korea, April 18-23,
2015},
pages = {3633--3642},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2702123.2702179},
doi = {10.1145/2702123.2702179},
timestamp = {Fri, 12 Mar 2021 15:27:48 +0100},
biburl = {https://dblp.org/rec/conf/chi/SharpKRTSKRLVWF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RastegariKKI15,
author = {Mohammad Rastegari and
Cem Keskin and
Pushmeet Kohli and
Shahram Izadi},
title = {Computationally bounded retrieval},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2015, Boston, MA, USA, June 7-12, 2015},
pages = {1501--1509},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CVPR.2015.7298757},
doi = {10.1109/CVPR.2015.7298757},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/RastegariKKI15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/XiaHK015,
author = {Yan Xia and
Kaiming He and
Pushmeet Kohli and
Jian Sun},
title = {Sparse projections for high-dimensional binary codes},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2015, Boston, MA, USA, June 7-12, 2015},
pages = {3332--3339},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CVPR.2015.7298954},
doi = {10.1109/CVPR.2015.7298954},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/XiaHK015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KulkarniKTM15,
author = {Tejas D. Kulkarni and
Pushmeet Kohli and
Joshua B. Tenenbaum and
Vikash Mansinghka},
title = {Picture: {A} probabilistic programming language for scene perception},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2015, Boston, MA, USA, June 7-12, 2015},
pages = {4390--4399},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CVPR.2015.7299068},
doi = {10.1109/CVPR.2015.7299068},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KulkarniKTM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esa/GoldbergHKKTW15,
author = {Andrew V. Goldberg and
Sagi Hed and
Haim Kaplan and
Pushmeet Kohli and
Robert Endre Tarjan and
Renato F. Werneck},
editor = {Nikhil Bansal and
Irene Finocchi},
title = {Faster and More Dynamic Maximum Flow by Incremental Breadth-First
Search},
booktitle = {Algorithms - {ESA} 2015 - 23rd Annual European Symposium, Patras,
Greece, September 14-16, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9294},
pages = {619--630},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-662-48350-3\_52},
doi = {10.1007/978-3-662-48350-3\_52},
timestamp = {Tue, 15 Feb 2022 07:54:27 +0100},
biburl = {https://dblp.org/rec/conf/esa/GoldbergHKKTW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/SinglaHKK15,
author = {Adish Singla and
Eric Horvitz and
Pushmeet Kohli and
Andreas Krause},
editor = {Elizabeth Gerber and
Panos Ipeirotis},
title = {Learning to Hire Teams},
booktitle = {Proceedings of the Third {AAAI} Conference on Human Computation and
Crowdsourcing, {HCOMP} 2015, November 8-11, 2015, San Diego, California,
{USA}},
pages = {34--35},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/hcomp.v3i1.13243},
doi = {10.1609/HCOMP.V3I1.13243},
timestamp = {Tue, 05 Sep 2023 11:10:11 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/SinglaHKK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/TangTKKKS15,
author = {Danhang Tang and
Jonathan Taylor and
Pushmeet Kohli and
Cem Keskin and
Tae{-}Kyun Kim and
Jamie Shotton},
title = {Opening the Black Box: Hierarchical Sampling Optimization for Estimating
Human Hand Pose},
booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
Santiago, Chile, December 7-13, 2015},
pages = {3325--3333},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICCV.2015.380},
doi = {10.1109/ICCV.2015.380},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/TangTKKKS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SinglaHKWK15,
author = {Adish Singla and
Eric Horvitz and
Pushmeet Kohli and
Ryen White and
Andreas Krause},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Information Gathering in Networks via Active Exploration},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {891--988},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/143},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SinglaHKWK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NorouziCJFK15,
author = {Mohammad Norouzi and
Maxwell D. Collins and
Matthew Johnson and
David J. Fleet and
Pushmeet Kohli},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Efficient Non-greedy Optimization of Decision Trees},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1729--1737},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/1579779b98ce9edb98dd85606f2c119d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NorouziCJFK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KulkarniWKT15,
author = {Tejas D. Kulkarni and
William F. Whitney and
Pushmeet Kohli and
Joshua B. Tenenbaum},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Deep Convolutional Inverse Graphics Network},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2539--2547},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/ced556cd9f9c0c8315cfbe0744a3baf0-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KulkarniWKT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/ValentinVCKSKNC15,
author = {Julien P. C. Valentin and
Vibhav Vineet and
Ming{-}Ming Cheng and
David Kim and
Jamie Shotton and
Pushmeet Kohli and
Matthias Nie{\ss}ner and
Antonio Criminisi and
Shahram Izadi and
Philip H. S. Torr},
title = {SemanticPaint: interactive segmentation and learning of 3D world},
booktitle = {Special Interest Group on Computer Graphics and Interactive Techniques
Conference, {SIGGRAPH} '15, Los Angeles, CA, USA, August 9-13, 2015,
Talks Proceedings},
pages = {75:1},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2775280.2792589},
doi = {10.1145/2775280.2792589},
timestamp = {Fri, 12 Mar 2021 10:46:00 +0100},
biburl = {https://dblp.org/rec/conf/siggraph/ValentinVCKSKNC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KimJLTK15,
author = {Adrian Kim and
Kyomin Jung and
Yongsub Lim and
Daniel Tarlow and
Pushmeet Kohli},
editor = {Marina Meila and
Tom Heskes},
title = {Minimizing Expected Losses in Perturbation Models with Multidimensional
Parametric Min-cuts},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {435--443},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/321.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/KimJLTK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/PereraBHIKG15,
author = {Samunda Perera and
Nick Barnes and
Xuming He and
Shahram Izadi and
Pushmeet Kohli and
Ben Glocker},
title = {Motion Segmentation of Truncated Signed Distance Function Based Volumetric
Surfaces},
booktitle = {2015 {IEEE} Winter Conference on Applications of Computer Vision,
{WACV} 2015, Waikoloa, HI, USA, January 5-9, 2015},
pages = {1046--1053},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/WACV.2015.144},
doi = {10.1109/WACV.2015.144},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/PereraBHIKG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SimpsonVRKGRJ15,
author = {Edwin Simpson and
Matteo Venanzi and
Steven Reece and
Pushmeet Kohli and
John Guiver and
Stephen J. Roberts and
Nicholas R. Jennings},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Language Understanding in the Wild: Combining Crowdsourcing and Machine
Learning},
booktitle = {Proceedings of the 24th International Conference on World Wide Web,
{WWW} 2015, Florence, Italy, May 18-22, 2015},
pages = {992--1002},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2736277.2741689},
doi = {10.1145/2736277.2741689},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/SimpsonVRKGRJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KulkarniWKT15,
author = {Tejas D. Kulkarni and
Will Whitney and
Pushmeet Kohli and
Joshua B. Tenenbaum},
title = {Deep Convolutional Inverse Graphics Network},
journal = {CoRR},
volume = {abs/1503.03167},
year = {2015},
url = {http://arxiv.org/abs/1503.03167},
eprinttype = {arXiv},
eprint = {1503.03167},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KulkarniWKT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SinglaHKWK15,
author = {Adish Singla and
Eric Horvitz and
Pushmeet Kohli and
Ryen W. White and
Andreas Krause},
title = {Information Gathering in Networks via Active Exploration},
journal = {CoRR},
volume = {abs/1504.06423},
year = {2015},
url = {http://arxiv.org/abs/1504.06423},
eprinttype = {arXiv},
eprint = {1504.06423},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SinglaHKWK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FigurnovVK15,
author = {Michael Figurnov and
Dmitry P. Vetrov and
Pushmeet Kohli},
title = {PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions},
journal = {CoRR},
volume = {abs/1504.08362},
year = {2015},
url = {http://arxiv.org/abs/1504.08362},
eprinttype = {arXiv},
eprint = {1504.08362},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FigurnovVK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0002CFK15,
author = {Mohammad Norouzi and
Maxwell D. Collins and
David J. Fleet and
Pushmeet Kohli},
title = {{CO2} Forest: Improved Random Forest by Continuous Optimization of
Oblique Splits},
journal = {CoRR},
volume = {abs/1506.06155},
year = {2015},
url = {http://arxiv.org/abs/1506.06155},
eprinttype = {arXiv},
eprint = {1506.06155},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0002CFK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SinglaHKK15,
author = {Adish Singla and
Eric Horvitz and
Pushmeet Kohli and
Andreas Krause},
title = {Learning to Hire Teams},
journal = {CoRR},
volume = {abs/1508.02823},
year = {2015},
url = {http://arxiv.org/abs/1508.02823},
eprinttype = {arXiv},
eprint = {1508.02823},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SinglaHKK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VenanziGKJ15,
author = {Matteo Venanzi and
John Guiver and
Pushmeet Kohli and
Nick R. Jennings},
title = {Time-Sensitive Bayesian Information Aggregation for Crowdsourcing
Systems},
journal = {CoRR},
volume = {abs/1510.06335},
year = {2015},
url = {http://arxiv.org/abs/1510.06335},
eprinttype = {arXiv},
eprint = {1510.06335},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VenanziGKJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0002CJFK15,
author = {Mohammad Norouzi and
Maxwell D. Collins and
Matthew Johnson and
David J. Fleet and
Pushmeet Kohli},
title = {Efficient non-greedy optimization of decision trees},
journal = {CoRR},
volume = {abs/1511.04056},
year = {2015},
url = {http://arxiv.org/abs/1511.04056},
eprinttype = {arXiv},
eprint = {1511.04056},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0002CJFK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cgf/KurzWWTKS14,
author = {Christian Kurz and
Xiaokun Wu and
Michael Wand and
Thorsten Thorm{\"{a}}hlen and
Pushmeet Kohli and
Hans{-}Peter Seidel},
title = {Symmetry-Aware Template Deformation and Fitting},
journal = {Comput. Graph. Forum},
volume = {33},
number = {6},
pages = {205--219},
year = {2014},
url = {https://doi.org/10.1111/cgf.12344},
doi = {10.1111/CGF.12344},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cgf/KurzWWTKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cgf/WuWHKS14,
author = {Xiaokun Wu and
Michael Wand and
Klaus Hildebrandt and
Pushmeet Kohli and
Hans{-}Peter Seidel},
title = {Real-Time Symmetry-Preserving Deformation},
journal = {Comput. Graph. Forum},
volume = {33},
number = {7},
pages = {229--238},
year = {2014},
url = {https://doi.org/10.1111/cgf.12491},
doi = {10.1111/CGF.12491},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cgf/WuWHKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KosinskiBKSG14,
author = {Michal Kosinski and
Yoram Bachrach and
Pushmeet Kohli and
David Stillwell and
Thore Graepel},
title = {Manifestations of user personality in website choice and behaviour
on online social networks},
journal = {Mach. Learn.},
volume = {95},
number = {3},
pages = {357--380},
year = {2014},
url = {https://doi.org/10.1007/s10994-013-5415-y},
doi = {10.1007/S10994-013-5415-Y},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KosinskiBKSG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LadickyRKT14,
author = {Lubor Ladicky and
Chris Russell and
Pushmeet Kohli and
Philip H. S. Torr},
title = {Associative Hierarchical Random Fields},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {36},
number = {6},
pages = {1056--1077},
year = {2014},
url = {https://doi.org/10.1109/TPAMI.2013.165},
doi = {10.1109/TPAMI.2013.165},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/LadickyRKT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/SunKKS14,
author = {Min Sun and
Byung{-}soo Kim and
Pushmeet Kohli and
Silvio Savarese},
title = {Relating Things and Stuff via ObjectProperty Interactions},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {36},
number = {7},
pages = {1370--1383},
year = {2014},
url = {https://doi.org/10.1109/TPAMI.2013.193},
doi = {10.1109/TPAMI.2013.193},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/SunKKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/KimYNK14,
author = {Sungwoong Kim and
Chang Dong Yoo and
Sebastian Nowozin and
Pushmeet Kohli},
title = {Image Segmentation UsingHigher-Order Correlation Clustering},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {36},
number = {9},
pages = {1761--1774},
year = {2014},
url = {https://doi.org/10.1109/TPAMI.2014.2303095},
doi = {10.1109/TPAMI.2014.2303095},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/KimYNK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LimJK14,
author = {Yongsub Lim and
Kyomin Jung and
Pushmeet Kohli},
title = {Efficient Energy Minimization for Enforcing Label Statistics},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {36},
number = {9},
pages = {1893--1899},
year = {2014},
url = {https://doi.org/10.1109/TPAMI.2014.2306415},
doi = {10.1109/TPAMI.2014.2306415},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/LimJK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/IzadiCS14,
author = {Sean Ryan Fanello and
Cem Keskin and
Shahram Izadi and
Pushmeet Kohli and
David Kim and
David Sweeney and
Antonio Criminisi and
Jamie Shotton and
Sing Bing Kang and
Tim Paek},
title = {Learning to be a depth camera for close-range human capture and interaction},
journal = {{ACM} Trans. Graph.},
volume = {33},
number = {4},
pages = {86:1--86:11},
year = {2014},
url = {https://doi.org/10.1145/2601097.2601223},
doi = {10.1145/2601097.2601223},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tog/IzadiCS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/3dim/KazemiKTKI14,
author = {Vahid Kazemi and
Cem Keskin and
Jonathan Taylor and
Pushmeet Kohli and
Shahram Izadi},
title = {Real-Time Face Reconstruction from a Single Depth Image},
booktitle = {2nd International Conference on 3D Vision, 3DV 2014, Tokyo, Japan,
December 8-11, 2014, Volume 1},
pages = {369--376},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/3DV.2014.93},
doi = {10.1109/3DV.2014.93},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/3dim/KazemiKTKI14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Guzman-RiveraKBR14,
author = {Abner Guzm{\'{a}}n{-}Rivera and
Pushmeet Kohli and
Dhruv Batra and
Rob A. Rutenbar},
title = {Efficiently Enforcing Diversity in Multi-Output Structured Prediction},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {284--292},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/guzman-rivera14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Guzman-RiveraKBR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SeeBK14,
author = {Abigail See and
Yoram Bachrach and
Pushmeet Kohli},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {The cost of principles: analyzing power in compatibility weighted
voting games},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {37--44},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2615741},
timestamp = {Thu, 25 Sep 2014 07:46:15 +0200},
biburl = {https://dblp.org/rec/conf/atal/SeeBK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/BachrachGKKS14,
author = {Yoram Bachrach and
Thore Graepel and
Pushmeet Kohli and
Michal Kosinski and
David Stillwell},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {Your digital image: factors behind demographic and psychometric predictions
from social network profiles},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {1649--1650},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2616107},
timestamp = {Thu, 25 Sep 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/BachrachGKKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Guzman-RiveraKGSSFI14,
author = {Abner Guzm{\'{a}}n{-}Rivera and
Pushmeet Kohli and
Ben Glocker and
Jamie Shotton and
Toby Sharp and
Andrew W. Fitzgibbon and
Shahram Izadi},
title = {Multi-output Learning for Camera Relocalization},
booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
pages = {1114--1121},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CVPR.2014.146},
doi = {10.1109/CVPR.2014.146},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/Guzman-RiveraKGSSFI14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/FanelloKKISCPP14,
author = {Sean Ryan Fanello and
Cem Keskin and
Pushmeet Kohli and
Shahram Izadi and
Jamie Shotton and
Antonio Criminisi and
Ugo Pattacini and
Tim Paek},
title = {Filter Forests for Learning Data-Dependent Convolutional Kernels},
booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
pages = {1709--1716},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CVPR.2014.221},
doi = {10.1109/CVPR.2014.221},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/FanelloKKISCPP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YaoGK14,
author = {Angela Yao and
Luc Van Gool and
Pushmeet Kohli},
title = {Gesture Recognition Portfolios for Personalization},
booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
pages = {1923--1930},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CVPR.2014.247},
doi = {10.1109/CVPR.2014.247},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/YaoGK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/Marquez-NeilaKRB14,
author = {Pablo M{\'{a}}rquez{-}Neila and
Pushmeet Kohli and
Carsten Rother and
Luis Baumela},
editor = {David J. Fleet and
Tom{\'{a}}s Pajdla and
Bernt Schiele and
Tinne Tuytelaars},
title = {Non-parametric Higher-Order Random Fields for Image Segmentation},
booktitle = {Computer Vision - {ECCV} 2014 - 13th European Conference, Zurich,
Switzerland, September 6-12, 2014, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {8694},
pages = {269--284},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10599-4\_18},
doi = {10.1007/978-3-319-10599-4\_18},
timestamp = {Sat, 30 Sep 2023 09:39:19 +0200},
biburl = {https://dblp.org/rec/conf/eccv/Marquez-NeilaKRB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SilbermanSGK14,
author = {Nathan Silberman and
Lior Shapira and
Ran Gal and
Pushmeet Kohli},
editor = {David J. Fleet and
Tom{\'{a}}s Pajdla and
Bernt Schiele and
Tinne Tuytelaars},
title = {A Contour Completion Model for Augmenting Surface Reconstructions},
booktitle = {Computer Vision - {ECCV} 2014 - 13th European Conference, Zurich,
Switzerland, September 6-12, 2014, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8691},
pages = {488--503},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10578-9\_32},
doi = {10.1007/978-3-319-10578-9\_32},
timestamp = {Sat, 30 Sep 2023 09:39:19 +0200},
biburl = {https://dblp.org/rec/conf/eccv/SilbermanSGK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/OsokinK14,
author = {Anton Osokin and
Pushmeet Kohli},
editor = {David J. Fleet and
Tom{\'{a}}s Pajdla and
Bernt Schiele and
Tinne Tuytelaars},
title = {Perceptually Inspired Layout-Aware Losses for Image Segmentation},
booktitle = {Computer Vision - {ECCV} 2014 - 13th European Conference, Zurich,
Switzerland, September 6-12, 2014, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8690},
pages = {663--678},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10605-2\_43},
doi = {10.1007/978-3-319-10605-2\_43},
timestamp = {Sat, 30 Sep 2023 09:39:19 +0200},
biburl = {https://dblp.org/rec/conf/eccv/OsokinK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emmcvpr/ShapovalovVOK14,
author = {Roman Shapovalov and
Dmitry P. Vetrov and
Anton Osokin and
Pushmeet Kohli},
editor = {Xue{-}Cheng Tai and
Egil Bae and
Tony F. Chan and
Marius Lysaker},
title = {Multi-utility Learning: Structured-Output Learning with Multiple Annotation-Specific
Loss Functions},
booktitle = {Energy Minimization Methods in Computer Vision and Pattern Recognition
- 10th International Conference, {EMMCVPR} 2015, Hong Kong, China,
January 13-16, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8932},
pages = {406--420},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-14612-6\_30},
doi = {10.1007/978-3-319-14612-6\_30},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/emmcvpr/ShapovalovVOK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismar/GalSOK14,
author = {Ran Gal and
Lior Shapira and
Eyal Ofek and
Pushmeet Kohli},
title = {{FLARE:} Fast layout for augmented reality applications},
booktitle = {{IEEE} International Symposium on Mixed and Augmented Reality, {ISMAR}
2014, Munich, Germany, September 10-12, 2014},
pages = {207--212},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ISMAR.2014.6948429},
doi = {10.1109/ISMAR.2014.6948429},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismar/GalSOK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/RosmanRMK14,
author = {Benjamin Rosman and
Subramanian Ramamoorthy and
M. M. Hassan Mahmud and
Pushmeet Kohli},
editor = {Tsvi Kuflik and
Oliviero Stock and
Joyce Yue Chai and
Antonio Kr{\"{u}}ger},
title = {On user behaviour adaptation under interface change},
booktitle = {19th International Conference on Intelligent User Interfaces, {IUI}
2014, Haifa, Israel, February 24-27, 2014},
pages = {273--278},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2557500.2557535},
doi = {10.1145/2557500.2557535},
timestamp = {Sat, 30 Sep 2023 09:51:13 +0200},
biburl = {https://dblp.org/rec/conf/iui/RosmanRMK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/EslamiTKW14,
author = {S. M. Ali Eslami and
Daniel Tarlow and
Pushmeet Kohli and
John M. Winn},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Just-In-Time Learning for Fast and Flexible Inference},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {154--162},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/76dc611d6ebaafc66cc0879c71b5db5c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/EslamiTKW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tvx/ChaneyGHGKKP14,
author = {Allison June{-}Barlow Chaney and
Mike Gartrell and
Jake M. Hofman and
John Guiver and
Noam Koenigstein and
Pushmeet Kohli and
Ulrich Paquet},
editor = {Patrick Olivier and
Peter C. Wright and
Tom Bartindale and
Marianna Obrist and
Pablo C{\'{e}}sar and
Santosh Basapur},
title = {A large-scale exploration of group viewing patterns},
booktitle = {{ACM} International Conference on Interactive Experiences for {TV}
and Online Video, {TVX} '14, Newcastle Upon Tyne, United Kingdom,
June 25-27, 2014},
pages = {31--38},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2602299.2602309},
doi = {10.1145/2602299.2602309},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tvx/ChaneyGHGKKP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/VenanziGKKS14,
author = {Matteo Venanzi and
John Guiver and
Gabriella Kazai and
Pushmeet Kohli and
Milad Shokouhi},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Community-based bayesian aggregation models for crowdsourcing},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014},
pages = {155--164},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2566486.2567989},
doi = {10.1145/2566486.2567989},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/VenanziGKKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/cu/p/Kohli14,
author = {Pushmeet Kohli},
editor = {Lucas Bordeaux and
Youssef Hamadi and
Pushmeet Kohli},
title = {Efficient Submodular Function Minimization for Computer Vision},
booktitle = {Tractability: Practical Approaches to Hard Problems},
pages = {285--303},
publisher = {Cambridge University Press},
year = {2014},
url = {https://doi.org/10.1017/CBO9781139177801.011},
doi = {10.1017/CBO9781139177801.011},
timestamp = {Tue, 16 May 2017 14:01:41 +0200},
biburl = {https://dblp.org/rec/books/cu/p/Kohli14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/cu/BHK2014,
editor = {Lucas Bordeaux and
Youssef Hamadi and
Pushmeet Kohli},
title = {Tractability: Practical Approaches to Hard Problems},
publisher = {Cambridge University Press},
year = {2014},
url = {https://doi.org/10.1017/CBO9781139177801},
doi = {10.1017/CBO9781139177801},
isbn = {9781139177801},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/cu/BHK2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/vision/ShottonK14,
author = {Jamie Shotton and
Pushmeet Kohli},
title = {Semantic Image Segmentation},
booktitle = {Computer Vision, {A} Reference Guide},
pages = {713--716},
year = {2014},
url = {https://doi.org/10.1007/978-0-387-31439-6\_251},
doi = {10.1007/978-0-387-31439-6\_251},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/vision/ShottonK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShapovalovVOK14,
author = {Roman Shapovalov and
Dmitry P. Vetrov and
Anton Osokin and
Pushmeet Kohli},
title = {Multi-utility Learning: Structured-output Learning with Multiple Annotation-specific
Loss Functions},
journal = {CoRR},
volume = {abs/1406.5910},
year = {2014},
url = {http://arxiv.org/abs/1406.5910},
eprinttype = {arXiv},
eprint = {1406.5910},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShapovalovVOK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KulkarniMKT14,
author = {Tejas D. Kulkarni and
Vikash K. Mansinghka and
Pushmeet Kohli and
Joshua B. Tenenbaum},
title = {Inverse Graphics with Probabilistic {CAD} Models},
journal = {CoRR},
volume = {abs/1407.1339},
year = {2014},
url = {http://arxiv.org/abs/1407.1339},
eprinttype = {arXiv},
eprint = {1407.1339},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KulkarniMKT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JampaniETKW14,
author = {Varun Jampani and
S. M. Ali Eslami and
Daniel Tarlow and
Pushmeet Kohli and
John M. Winn},
title = {Consensus Message Passing for Layered Graphical Models},
journal = {CoRR},
volume = {abs/1410.7452},
year = {2014},
url = {http://arxiv.org/abs/1410.7452},
eprinttype = {arXiv},
eprint = {1410.7452},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JampaniETKW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CollinsK14,
author = {Maxwell D. Collins and
Pushmeet Kohli},
title = {Memory Bounded Deep Convolutional Networks},
journal = {CoRR},
volume = {abs/1412.1442},
year = {2014},
url = {http://arxiv.org/abs/1412.1442},
eprinttype = {arXiv},
eprint = {1412.1442},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CollinsK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/LadickyRKT13,
author = {Lubor Ladicky and
Chris Russell and
Pushmeet Kohli and
Philip H. S. Torr},
title = {Inference Methods for CRFs with Co-occurrence Statistics},
journal = {Int. J. Comput. Vis.},
volume = {103},
number = {2},
pages = {213--225},
year = {2013},
url = {https://doi.org/10.1007/s11263-012-0583-y},
doi = {10.1007/S11263-012-0583-Y},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/LadickyRKT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ShottonGFSCFMKCKB13,
author = {Jamie Shotton and
Ross B. Girshick and
Andrew W. Fitzgibbon and
Toby Sharp and
Mat Cook and
Mark Finocchio and
Richard Moore and
Pushmeet Kohli and
Antonio Criminisi and
Alex Kipman and
Andrew Blake},
title = {Efficient Human Pose Estimation from Single Depth Images},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {35},
number = {12},
pages = {2821--2840},
year = {2013},
url = {https://doi.org/10.1109/TPAMI.2012.241},
doi = {10.1109/TPAMI.2012.241},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ShottonGFSCFMKCKB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/KimNKY13,
author = {Sungwoong Kim and
Sebastian Nowozin and
Pushmeet Kohli and
Chang D. Yoo},
title = {Task-Specific Image Partitioning},
journal = {{IEEE} Trans. Image Process.},
volume = {22},
number = {2},
pages = {488--500},
year = {2013},
url = {https://doi.org/10.1109/TIP.2012.2218822},
doi = {10.1109/TIP.2012.2218822},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/KimNKY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BachrachKKZ13,
author = {Yoram Bachrach and
Pushmeet Kohli and
Vladimir Kolmogorov and
Morteza Zadimoghaddam},
editor = {Marie desJardins and
Michael L. Littman},
title = {Optimal Coalition Structure Generation in Cooperative Graph Games},
booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
pages = {81--87},
publisher = {{AAAI} Press},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i1.8653},
doi = {10.1609/AAAI.V27I1.8653},
timestamp = {Mon, 04 Sep 2023 15:56:33 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BachrachKKZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KohliSS13,
author = {Pushmeet Kohli and
Mahyar Salek and
Greg Stoddard},
editor = {Marie desJardins and
Michael L. Littman},
title = {A Fast Bandit Algorithm for Recommendation to Users With Heterogenous
Tastes},
booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
pages = {1135--1141},
publisher = {{AAAI} Press},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i1.8463},
doi = {10.1609/AAAI.V27I1.8463},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KohliSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Guzman-RiveraKB13,
author = {Abner Guzm{\'{a}}n{-}Rivera and
Pushmeet Kohli and
Dhruv Batra},
title = {DivMCuts: Faster Training of Structural SVMs with Diverse M-Best Cutting-Planes},
booktitle = {Proceedings of the Sixteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
April 29 - May 1, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {31},
pages = {316--324},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v31/guzman-rivera13a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Guzman-RiveraKB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KontschiederKSC13,
author = {Peter Kontschieder and
Pushmeet Kohli and
Jamie Shotton and
Antonio Criminisi},
title = {GeoF: Geodesic Forests for Learning Coupled Predictors},
booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition,
Portland, OR, USA, June 23-28, 2013},
pages = {65--72},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CVPR.2013.16},
doi = {10.1109/CVPR.2013.16},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KontschiederKSC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KohliOJ13,
author = {Pushmeet Kohli and
Anton Osokin and
Stefanie Jegelka},
title = {A Principled Deep Random Field Model for Image Segmentation},
booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition,
Portland, OR, USA, June 23-28, 2013},
pages = {1971--1978},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CVPR.2013.257},
doi = {10.1109/CVPR.2013.257},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KohliOJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/OttavianoK13,
author = {Giuseppe Ottaviano and
Pushmeet Kohli},
title = {Compressible Motion Fields},
booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition,
Portland, OR, USA, June 23-28, 2013},
pages = {2251--2258},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CVPR.2013.292},
doi = {10.1109/CVPR.2013.292},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/OttavianoK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ShapovalovVK13,
author = {Roman Shapovalov and
Dmitry P. Vetrov and
Pushmeet Kohli},
title = {Spatial Inference Machines},
booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition,
Portland, OR, USA, June 23-28, 2013},
pages = {2985--2992},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CVPR.2013.384},
doi = {10.1109/CVPR.2013.384},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ShapovalovVK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/KimKS13,
author = {Byung{-}soo Kim and
Pushmeet Kohli and
Silvio Savarese},
title = {3D Scene Understanding by Voxel-CRF},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney,
Australia, December 1-8, 2013},
pages = {1425--1432},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICCV.2013.180},
doi = {10.1109/ICCV.2013.180},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/KimKS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/MilyaevBNKL13,
author = {Sergey Milyaev and
Olga Barinova and
Tatiana Novikova and
Pushmeet Kohli and
Victor S. Lempitsky},
title = {Image Binarization for End-to-End Text Understanding in Natural Images},
booktitle = {12th International Conference on Document Analysis and Recognition,
{ICDAR} 2013, Washington, DC, USA, August 25-28, 2013},
pages = {128--132},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDAR.2013.33},
doi = {10.1109/ICDAR.2013.33},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdar/MilyaevBNKL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/KhalilFKEKSB13,
author = {Osama Khalil and
Mohammed E. Fathy and
Dina Khalil El Kholy and
Motaz Ahmad El{-}Saban and
Pushmeet Kohli and
Jamie Shotton and
Yasmine Badr},
title = {Synthetic training in object detection},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2013,
Melbourne, Australia, September 15-18, 2013},
pages = {3113--3117},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICIP.2013.6738641},
doi = {10.1109/ICIP.2013.6738641},
timestamp = {Sat, 28 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/KhalilFKEKSB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShottonSKNWC13,
author = {Jamie Shotton and
Toby Sharp and
Pushmeet Kohli and
Sebastian Nowozin and
John M. Winn and
Antonio Criminisi},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Decision Jungles: Compact and Rich Models for Classification},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {234--242},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/69adc1e107f7f7d035d7baf04342e1ca-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ShottonSKNWC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/acvpr/KohliS13,
author = {Pushmeet Kohli and
Jamie Shotton},
editor = {Andrea Fossati and
Juergen Gall and
Helmut Grabner and
Xiaofeng Ren and
Kurt Konolige},
title = {Key Developments in Human Pose Estimation for Kinect},
booktitle = {Consumer Depth Cameras for Computer Vision, Research Topics and Applications},
series = {Advances in Computer Vision and Pattern Recognition},
pages = {63--70},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-1-4471-4640-7\_4},
doi = {10.1007/978-1-4471-4640-7\_4},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/acvpr/KohliS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KosovKRH13,
author = {Sergey Kosov and
Pushmeet Kohli and
Franz Rottensteiner and
Christian Heipke},
title = {A two-layer Conditional Random Field for the classification of partially
occluded objects},
journal = {CoRR},
volume = {abs/1307.3043},
year = {2013},
url = {http://arxiv.org/abs/1307.3043},
eprinttype = {arXiv},
eprint = {1307.3043},
timestamp = {Fri, 23 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KosovKRH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LimJK13,
author = {Yongsub Lim and
Kyomin Jung and
Pushmeet Kohli},
title = {Multi-dimensional Parametric Mincuts for Constrained {MAP} Inference},
journal = {CoRR},
volume = {abs/1307.7793},
year = {2013},
url = {http://arxiv.org/abs/1307.7793},
eprinttype = {arXiv},
eprint = {1307.7793},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LimJK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LimJK13a,
author = {Yongsub Lim and
Kyomin Jung and
Pushmeet Kohli},
title = {Efficient Energy Minimization for Enforcing Statistics},
journal = {CoRR},
volume = {abs/1307.7800},
year = {2013},
url = {http://arxiv.org/abs/1307.7800},
eprinttype = {arXiv},
eprint = {1307.7800},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LimJK13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BlondelJKS13,
author = {Vincent D. Blondel and
Kyomin Jung and
Pushmeet Kohli and
Devavrat Shah},
title = {Partition-Merge: Distributed Inference and Modularity Optimization},
journal = {CoRR},
volume = {abs/1309.6129},
year = {2013},
url = {http://arxiv.org/abs/1309.6129},
eprinttype = {arXiv},
eprint = {1309.6129},
timestamp = {Wed, 24 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BlondelJKS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cgf/TaoBKP12,
author = {Michael W. Tao and
Jiamin Bai and
Pushmeet Kohli and
Sylvain Paris},
title = {SimpleFlow: {A} Non-iterative, Sublinear Optical Flow Algorithm},
journal = {Comput. Graph. Forum},
volume = {31},
number = {2pt1},
pages = {345--353},
year = {2012},
url = {https://doi.org/10.1111/j.1467-8659.2012.03013.x},
doi = {10.1111/J.1467-8659.2012.03013.X},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cgf/TaoBKP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/TretiakBKL12,
author = {Elena Tretyak and
Olga Barinova and
Pushmeet Kohli and
Victor S. Lempitsky},
title = {Geometric Image Parsing in Man-Made Environments},
journal = {Int. J. Comput. Vis.},
volume = {97},
number = {3},
pages = {305--321},
year = {2012},
url = {https://doi.org/10.1007/s11263-011-0488-1},
doi = {10.1007/S11263-011-0488-1},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/TretiakBKL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/KohliNRR12,
author = {Pushmeet Kohli and
Hannes Nickisch and
Carsten Rother and
Christoph Rhemann},
title = {User-Centric Learning and Evaluation of Interactive Segmentation Systems},
journal = {Int. J. Comput. Vis.},
volume = {100},
number = {3},
pages = {261--274},
year = {2012},
url = {https://doi.org/10.1007/s11263-012-0537-4},
doi = {10.1007/S11263-012-0537-4},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/KohliNRR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/BarinovaLK12,
author = {Olga Barinova and
Victor S. Lempitsky and
Pushmeet Kohli},
title = {On Detection of Multiple Object Instances Using Hough Transforms},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {34},
number = {9},
pages = {1773--1784},
year = {2012},
url = {https://doi.org/10.1109/TPAMI.2012.79},
doi = {10.1109/TPAMI.2012.79},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/BarinovaLK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/Kohli12,
author = {Pushmeet Kohli},
editor = {Richard Bowden and
John P. Collomosse and
Krystian Mikolajczyk},
title = {{MAP} inference in Discrete Models},
booktitle = {British Machine Vision Conference, {BMVC} 2012, Surrey, UK, September
3-7, 2012},
pages = {1},
publisher = {{BMVA} Press},
year = {2012},
url = {https://doi.org/10.5244/C.26.2},
doi = {10.5244/C.26.2},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/Kohli12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/FothergillMKN12,
author = {Simon Fothergill and
Helena M. Mentis and
Pushmeet Kohli and
Sebastian Nowozin},
editor = {Joseph A. Konstan and
Ed H. Chi and
Kristina H{\"{o}}{\"{o}}k},
title = {Instructing people for training gestural interactive systems},
booktitle = {{CHI} Conference on Human Factors in Computing Systems, {CHI} '12,
Austin, TX, {USA} - May 05 - 10, 2012},
pages = {1737--1746},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2207676.2208303},
doi = {10.1145/2207676.2208303},
timestamp = {Tue, 01 Jun 2021 15:21:43 +0200},
biburl = {https://dblp.org/rec/conf/chi/FothergillMKN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SunKS12,
author = {Min Sun and
Pushmeet Kohli and
Jamie Shotton},
title = {Conditional regression forests for human pose estimation},
booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition,
Providence, RI, USA, June 16-21, 2012},
pages = {3394--3401},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CVPR.2012.6248079},
doi = {10.1109/CVPR.2012.6248079},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/SunKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagm/ShekhovtsovKR12,
author = {Alexander Shekhovtsov and
Pushmeet Kohli and
Carsten Rother},
editor = {Axel Pinz and
Thomas Pock and
Horst Bischof and
Franz Leberl},
title = {Curvature Prior for MRF-Based Segmentation and Shape Inpainting},
booktitle = {Pattern Recognition - Joint 34th {DAGM} and 36th {OAGM} Symposium,
Graz, Austria, August 28-31, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7476},
pages = {41--51},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32717-9\_5},
doi = {10.1007/978-3-642-32717-9\_5},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dagm/ShekhovtsovKR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/HolzerSK12,
author = {Stefan Holzer and
Jamie Shotton and
Pushmeet Kohli},
editor = {Andrew W. Fitzgibbon and
Svetlana Lazebnik and
Pietro Perona and
Yoichi Sato and
Cordelia Schmid},
title = {Learning to Efficiently Detect Repeatable Interest Points in Depth
Data},
booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7572},
pages = {200--213},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33718-5\_15},
doi = {10.1007/978-3-642-33718-5\_15},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/HolzerSK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/KimSKS12,
author = {Byung{-}soo Kim and
Min Sun and
Pushmeet Kohli and
Silvio Savarese},
editor = {Andrea Fusiello and
Vittorio Murino and
Rita Cucchiara},
title = {Relating Things and Stuff by High-Order Potential Modeling},
booktitle = {Computer Vision - {ECCV} 2012. Workshops and Demonstrations - Florence,
Italy, October 7-13, 2012, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {7585},
pages = {293--304},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33885-4\_30},
doi = {10.1007/978-3-642-33885-4\_30},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/KimSKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/RazaviGKG12,
author = {Nima Razavi and
Juergen Gall and
Pushmeet Kohli and
Luc Van Gool},
editor = {Andrew W. Fitzgibbon and
Svetlana Lazebnik and
Pietro Perona and
Yoichi Sato and
Cordelia Schmid},
title = {Latent Hough Transform for Object Detection},
booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {7574},
pages = {312--325},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33712-3\_23},
doi = {10.1007/978-3-642-33712-3\_23},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/RazaviGKG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ZachK12,
author = {Christopher Zach and
Pushmeet Kohli},
editor = {Andrew W. Fitzgibbon and
Svetlana Lazebnik and
Pietro Perona and
Yoichi Sato and
Cordelia Schmid},
title = {A Convex Discrete-Continuous Approach for Markov Random Fields},
booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {7577},
pages = {386--399},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33783-3\_28},
doi = {10.1007/978-3-642-33783-3\_28},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/ZachK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SilbermanHKF12,
author = {Nathan Silberman and
Derek Hoiem and
Pushmeet Kohli and
Rob Fergus},
editor = {Andrew W. Fitzgibbon and
Svetlana Lazebnik and
Pietro Perona and
Yoichi Sato and
Cordelia Schmid},
title = {Indoor Segmentation and Support Inference from {RGBD} Images},
booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {7576},
pages = {746--760},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33715-4\_54},
doi = {10.1007/978-3-642-33715-4\_54},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/SilbermanHKF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/NovikovaBKL12,
author = {Tatiana Novikova and
Olga Barinova and
Pushmeet Kohli and
Victor S. Lempitsky},
editor = {Andrew W. Fitzgibbon and
Svetlana Lazebnik and
Pietro Perona and
Yoichi Sato and
Cordelia Schmid},
title = {Large-Lexicon Attribute-Consistent Text Recognition in Natural Images},
booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {7577},
pages = {752--765},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33783-3\_54},
doi = {10.1007/978-3-642-33783-3\_54},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/NovikovaBKL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/PlumatMK12,
author = {J{\'{e}}r{\^{o}}me Plumat and
Beno{\^{\i}}t Macq and
Pushmeet Kohli},
title = {Higher-order density consistency potentials for Discrete Tomography},
booktitle = {19th {IEEE} International Conference on Image Processing, {ICIP} 2012,
Lake Buena Vista, Orlando, FL, USA, September 30 - October 3, 2012},
pages = {2065--2068},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICIP.2012.6467297},
doi = {10.1109/ICIP.2012.6467297},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/PlumatMK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KontschiederBCKPB12,
author = {Peter Kontschieder and
Samuel Rota Bul{\`{o}} and
Antonio Criminisi and
Pushmeet Kohli and
Marcello Pelillo and
Horst Bischof},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Context-Sensitive Decision Forests for Object Detection},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {440--448},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/bcbe3365e6ac95ea2c0343a2395834dd-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KontschiederBCKPB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Guzman-RiveraBK12,
author = {Abner Guzm{\'{a}}n{-}Rivera and
Dhruv Batra and
Pushmeet Kohli},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Multiple Choice Learning: Learning to Produce Multiple Structured
Outputs},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1808--1816},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/cfbce4c1d7c425baf21d6b6f2babe6be-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Guzman-RiveraBK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/websci/BachrachKGKS12,
author = {Yoram Bachrach and
Michal Kosinski and
Thore Graepel and
Pushmeet Kohli and
David Stillwell},
editor = {Noshir S. Contractor and
Brian Uzzi and
Michael W. Macy and
Wolfgang Nejdl},
title = {Personality and patterns of Facebook usage},
booktitle = {Web Science 2012, WebSci '12, Evanston, IL, {USA} - June 22 - 24,
2012},
pages = {24--32},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2380718.2380722},
doi = {10.1145/2380718.2380722},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/websci/BachrachKGKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/websci/KohliKBHSG12,
author = {Pushmeet Kohli and
Michael J. Kearns and
Yoram Bachrach and
Ralf Herbrich and
David Stillwell and
Thore Graepel},
editor = {Noshir S. Contractor and
Brian Uzzi and
Michael W. Macy and
Wolfgang Nejdl},
title = {Colonel Blotto on Facebook: the effect of social relations on strategic
interaction},
booktitle = {Web Science 2012, WebSci '12, Evanston, IL, {USA} - June 22 - 24,
2012},
pages = {141--150},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2380718.2380738},
doi = {10.1145/2380718.2380738},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/websci/KohliKBHSG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/PletscherK12,
author = {Patrick Pletscher and
Pushmeet Kohli},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Learning Low-order Models for Enforcing High-order Statistics},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {886--894},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/pletscher12b.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PletscherK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-3512,
author = {Chris Russell and
Lubor Ladicky and
Pushmeet Kohli and
Philip H. S. Torr},
title = {Exact and Approximate Inference in Associative Hierarchical Networks
using Graph Cuts},
journal = {CoRR},
volume = {abs/1203.3512},
year = {2012},
url = {http://arxiv.org/abs/1203.3512},
eprinttype = {arXiv},
eprint = {1203.3512},
timestamp = {Wed, 23 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-3512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/BachrachKG11,
author = {Yoram Bachrach and
Pushmeet Kohli and
Thore Graepel},
editor = {Liz Sonenberg and
Peter Stone and
Kagan Tumer and
Pinar Yolum},
title = {Rip-off: playing the cooperative negotiation game},
booktitle = {10th International Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3},
pages = {1179--1180},
publisher = {{IFAAMAS}},
year = {2011},
url = {http://portal.acm.org/citation.cfm?id=2034476\&\#38;CFID=69154334\&\#38;CFTOKEN=45298625},
timestamp = {Fri, 18 Nov 2011 09:09:28 +0100},
biburl = {https://dblp.org/rec/conf/atal/BachrachKG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/BachrachKK11,
author = {Yoram Bachrach and
Pushmeet Kohli and
Vladimir Kolmogorov},
editor = {Liz Sonenberg and
Peter Stone and
Kagan Tumer and
Pinar Yolum},
title = {Team coverage games},
booktitle = {10th International Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3},
pages = {1197--1198},
publisher = {{IFAAMAS}},
year = {2011},
url = {http://portal.acm.org/citation.cfm?id=2034485\&\#38;CFID=69154334\&\#38;CFTOKEN=45298625},
timestamp = {Fri, 18 Nov 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/BachrachKK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/MansfieldPRSKG11,
author = {Alex Mansfield and
Mukta Prasad and
Carsten Rother and
Toby Sharp and
Pushmeet Kohli and
Luc Van Gool},
editor = {Jesse Hoey and
Stephen J. McKenna and
Emanuele Trucco},
title = {Transforming Image Completion},
booktitle = {British Machine Vision Conference, {BMVC} 2011, Dundee, UK, August
29 - September 2, 2011. Proceedings},
pages = {1--11},
publisher = {{BMVA} Press},
year = {2011},
url = {https://doi.org/10.5244/C.25.121},
doi = {10.5244/C.25.121},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/MansfieldPRSKG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BatraK11,
author = {Dhruv Batra and
Pushmeet Kohli},
title = {Making the right moves: Guiding alpha-expansion using local primal-dual
gaps},
booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011},
pages = {1865--1872},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CVPR.2011.5995449},
doi = {10.1109/CVPR.2011.5995449},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BatraK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KimNKY11,
author = {Taesup Kim and
Sebastian Nowozin and
Pushmeet Kohli and
Chang D. Yoo},
title = {Variable grouping for energy minimization},
booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011},
pages = {1913--1920},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CVPR.2011.5995645},
doi = {10.1109/CVPR.2011.5995645},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KimNKY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BleyerRKSS11,
author = {Michael Bleyer and
Carsten Rother and
Pushmeet Kohli and
Daniel Scharstein and
Sudipta N. Sinha},
title = {Object stereo - Joint stereo matching and object segmentation},
booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011},
pages = {3081--3088},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CVPR.2011.5995581},
doi = {10.1109/CVPR.2011.5995581},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BleyerRKSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagm/PletscherNKR11,
author = {Patrick Pletscher and
Sebastian Nowozin and
Pushmeet Kohli and
Carsten Rother},
editor = {Rudolf Mester and
Michael Felsberg},
title = {Putting {MAP} Back on the Map},
booktitle = {Pattern Recognition - 33rd {DAGM} Symposium, Frankfurt/Main, Germany,
August 31 - September 2, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6835},
pages = {111--121},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23123-0\_12},
doi = {10.1007/978-3-642-23123-0\_12},
timestamp = {Sun, 25 Oct 2020 22:50:57 +0100},
biburl = {https://dblp.org/rec/conf/dagm/PletscherNKR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/GirshickSKCF11,
author = {Ross B. Girshick and
Jamie Shotton and
Pushmeet Kohli and
Antonio Criminisi and
Andrew W. Fitzgibbon},
editor = {Dimitris N. Metaxas and
Long Quan and
Alberto Sanfeliu and
Luc Van Gool},
title = {Efficient regression of general-activity human poses from depth images},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2011, Barcelona,
Spain, November 6-13, 2011},
pages = {415--422},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCV.2011.6126270},
doi = {10.1109/ICCV.2011.6126270},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/GirshickSKCF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/NowozinRBSYK11,
author = {Sebastian Nowozin and
Carsten Rother and
Shai Bagon and
Toby Sharp and
Bangpeng Yao and
Pushmeet Kohli},
editor = {Dimitris N. Metaxas and
Long Quan and
Alberto Sanfeliu and
Luc Van Gool},
title = {Decision tree fields},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2011, Barcelona,
Spain, November 6-13, 2011},
pages = {1668--1675},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCV.2011.6126429},
doi = {10.1109/ICCV.2011.6126429},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/NowozinRBSYK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TarlowBKK11,
author = {Daniel Tarlow and
Dhruv Batra and
Pushmeet Kohli and
Vladimir Kolmogorov},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Dynamic Tree Block Coordinate Ascent},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {113--120},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/108\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TarlowBKK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismar/NewcombeIHMKDKSHF11,
author = {Richard A. Newcombe and
Shahram Izadi and
Otmar Hilliges and
David Molyneaux and
David Kim and
Andrew J. Davison and
Pushmeet Kohli and
Jamie Shotton and
Steve Hodges and
Andrew W. Fitzgibbon},
title = {KinectFusion: Real-time dense surface mapping and tracking},
booktitle = {10th {IEEE} International Symposium on Mixed and Augmented Reality,
{ISMAR} 2011, Basel, Switzerland, October 26-29, 2011},
pages = {127--136},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ISMAR.2011.6092378},
doi = {10.1109/ISMAR.2011.6092378},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismar/NewcombeIHMKDKSHF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KimNKY11,
author = {Sungwoong Kim and
Sebastian Nowozin and
Pushmeet Kohli and
Chang Dong Yoo},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Higher-Order Correlation Clustering for Image Segmentation},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {1530--1538},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/98d6f58ab0dafbb86b083a001561bb34-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KimNKY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/IzadiNKHMHKSDF11,
author = {Shahram Izadi and
Richard A. Newcombe and
David Kim and
Otmar Hilliges and
David Molyneaux and
Steve Hodges and
Pushmeet Kohli and
Jamie Shotton and
Andrew J. Davison and
Andrew W. Fitzgibbon},
editor = {Mark Elendt},
title = {KinectFusion: real-time dynamic 3D surface reconstruction and interaction},
booktitle = {International Conference on Computer Graphics and Interactive Techniques,
{SIGGRAPH} 2011, Vancouver, BC, Canada, August 7-11, 2011, Talks Proceedings},
pages = {23},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2037826.2037857},
doi = {10.1145/2037826.2037857},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/siggraph/IzadiNKHMHKSDF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uist/IzadiKHMNKSHFDF11,
author = {Shahram Izadi and
David Kim and
Otmar Hilliges and
David Molyneaux and
Richard A. Newcombe and
Pushmeet Kohli and
Jamie Shotton and
Steve Hodges and
Dustin Freeman and
Andrew J. Davison and
Andrew W. Fitzgibbon},
editor = {Jeffrey S. Pierce and
Maneesh Agrawala and
Scott R. Klemmer},
title = {KinectFusion: real-time 3D reconstruction and interaction using a
moving depth camera},
booktitle = {Proceedings of the 24th Annual {ACM} Symposium on User Interface Software
and Technology, Santa Barbara, CA, USA, October 16-19, 2011},
pages = {559--568},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2047196.2047270},
doi = {10.1145/2047196.2047270},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uist/IzadiKHMNKSHFDF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/BatraNK11,
author = {Dhruv Batra and
Sebastian Nowozin and
Pushmeet Kohli},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Tighter Relaxations for {MAP-MRF} Inference: {A} Local Primal-Dual
Gap based Separation Algorithm},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {146--154},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/batra11a/batra11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BatraNK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1108-5248,
author = {Yoram Bachrach and
Pushmeet Kohli and
Vladimir Kolmogorov and
Morteza Zadimoghaddam},
title = {Optimal Coalition Structures in Graph Games},
journal = {CoRR},
volume = {abs/1108.5248},
year = {2011},
url = {http://arxiv.org/abs/1108.5248},
eprinttype = {arXiv},
eprint = {1108.5248},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1108-5248.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-1480,
author = {Alexander Shekhovtsov and
Pushmeet Kohli and
Carsten Rother},
title = {Curvature Prior for MRF-based Segmentation and Shape Inpainting},
journal = {CoRR},
volume = {abs/1109.1480},
year = {2011},
url = {http://arxiv.org/abs/1109.1480},
eprinttype = {arXiv},
eprint = {1109.1480},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-1480.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/AlahariKT10,
author = {Karteek Alahari and
Pushmeet Kohli and
Philip H. S. Torr},
title = {Dynamic Hybrid Algorithms for {MAP} Inference in Discrete MRFs},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {32},
number = {10},
pages = {1846--1857},
year = {2010},
url = {https://doi.org/10.1109/TPAMI.2009.194},
doi = {10.1109/TPAMI.2009.194},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/AlahariKT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BachrachMJK10,
author = {Yoram Bachrach and
Reshef Meir and
Kyomin Jung and
Pushmeet Kohli},
editor = {Maria Fox and
David Poole},
title = {Coalitional Structure Generation in Skill Games},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {703--708},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7620},
doi = {10.1609/AAAI.V24I1.7620},
timestamp = {Mon, 04 Sep 2023 16:23:45 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BachrachMJK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BleyerRK10,
author = {Michael Bleyer and
Carsten Rother and
Pushmeet Kohli},
title = {Surface stereo with soft segmentation},
booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
pages = {1570--1577},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPR.2010.5539783},
doi = {10.1109/CVPR.2010.5539783},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BleyerRK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KohliK10,
author = {Pushmeet Kohli and
M. Pawan Kumar},
title = {Energy minimization for linear envelope MRFs},
booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
pages = {1863--1870},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPR.2010.5539858},
doi = {10.1109/CVPR.2010.5539858},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KohliK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RhemannRKG10,
author = {Christoph Rhemann and
Carsten Rother and
Pushmeet Kohli and
Margrit Gelautz},
title = {A spatially varying PSF-based prior for alpha matting},
booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
pages = {2149--2156},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPR.2010.5539894},
doi = {10.1109/CVPR.2010.5539894},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/RhemannRKG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BarinovaLK10,
author = {Olga Barinova and
Victor S. Lempitsky and
Pushmeet Kohli},
title = {On detection of multiple object instances using hough transforms},
booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
pages = {2233--2240},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPR.2010.5539905},
doi = {10.1109/CVPR.2010.5539905},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BarinovaLK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagm/KohliLR10,
author = {Pushmeet Kohli and
Victor S. Lempitsky and
Carsten Rother},
editor = {Michael Goesele and
Stefan Roth and
Arjan Kuijper and
Bernt Schiele and
Konrad Schindler},
title = {Uncertainty Driven Multi-scale Optimization},
booktitle = {Pattern Recognition - 32nd {DAGM} Symposium, Darmstadt, Germany, September
22-24, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6376},
pages = {242--251},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15986-2\_25},
doi = {10.1007/978-3-642-15986-2\_25},
timestamp = {Sat, 30 Sep 2023 09:38:32 +0200},
biburl = {https://dblp.org/rec/conf/dagm/KohliLR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/BarinovaLTK10,
author = {Olga Barinova and
Victor S. Lempitsky and
Elena Tretiak and
Pushmeet Kohli},
editor = {Kostas Daniilidis and
Petros Maragos and
Nikos Paragios},
title = {Geometric Image Parsing in Man-Made Environments},
booktitle = {Computer Vision - {ECCV} 2010, 11th European Conference on Computer
Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6312},
pages = {57--70},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15552-9\_5},
doi = {10.1007/978-3-642-15552-9\_5},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/BarinovaLTK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LadickyRKT10,
author = {Lubor Ladicky and
Chris Russell and
Pushmeet Kohli and
Philip H. S. Torr},
editor = {Kostas Daniilidis and
Petros Maragos and
Nikos Paragios},
title = {Graph Cut Based Inference with Co-occurrence Statistics},
booktitle = {Computer Vision - {ECCV} 2010 - 11th European Conference on Computer
Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {6315},
pages = {239--253},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15555-0\_18},
doi = {10.1007/978-3-642-15555-0\_18},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/LadickyRKT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/GlockerHNKR10,
author = {Ben Glocker and
Tim Hauke Heibel and
Nassir Navab and
Pushmeet Kohli and
Carsten Rother},
editor = {Kostas Daniilidis and
Petros Maragos and
Nikos Paragios},
title = {TriangleFlow: Optical Flow with Triangulation-Based Higher-Order Likelihoods},
booktitle = {Computer Vision - {ECCV} 2010, 11th European Conference on Computer
Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6313},
pages = {272--285},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15558-1\_20},
doi = {10.1007/978-3-642-15558-1\_20},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/GlockerHNKR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LimJK10,
author = {Yongsub Lim and
Kyomin Jung and
Pushmeet Kohli},
editor = {Kostas Daniilidis and
Petros Maragos and
Nikos Paragios},
title = {Energy Minimization under Constraints on Label Counts},
booktitle = {Computer Vision - {ECCV} 2010, 11th European Conference on Computer
Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6312},
pages = {535--551},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15552-9\_39},
doi = {10.1007/978-3-642-15552-9\_39},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/LimJK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icvgip/NickischRKR10,
author = {Hannes Nickisch and
Carsten Rother and
Pushmeet Kohli and
Christoph Rhemann},
editor = {Rama Chellappa and
Padmanabhan Anandan and
A. N. Rajagopalan and
P. J. Narayanan and
Philip H. S. Torr},
title = {Learning an interactive segmentation system},
booktitle = {Seventh Indian Conference on Computer Vision, Graphics and Image Processing,
{ICVGIP} '10, Chennai, India, December 12-15, 2010},
pages = {274--281},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1924559.1924596},
doi = {10.1145/1924559.1924596},
timestamp = {Fri, 05 Mar 2021 08:48:09 +0100},
biburl = {https://dblp.org/rec/conf/icvgip/NickischRKR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RussellLKT10,
author = {Chris Russell and
Lubor Ladicky and
Pushmeet Kohli and
Philip H. S. Torr},
editor = {Peter Gr{\"{u}}nwald and
Peter Spirtes},
title = {Exact and Approximate Inference in Associative Hierarchical Networks
using Graph Cuts},
booktitle = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty
in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010},
pages = {501--508},
publisher = {{AUAI} Press},
year = {2010},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2082\&\#38;proceeding\_id=26},
timestamp = {Wed, 03 Feb 2021 11:09:25 +0100},
biburl = {https://dblp.org/rec/conf/uai/RussellLKT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/KohliT10,
author = {Pushmeet Kohli and
Philip H. S. Torr},
editor = {Roberto Cipolla and
Sebastiano Battiato and
Giovanni Maria Farinella},
title = {Dynamic Graph Cuts and Their Applications in Computer Vision},
booktitle = {Computer Vision: Detection, Recognition and Reconstruction},
series = {Studies in Computational Intelligence},
volume = {285},
pages = {51--108},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12848-6\_3},
doi = {10.1007/978-3-642-12848-6\_3},
timestamp = {Sat, 19 Oct 2019 19:02:28 +0200},
biburl = {https://dblp.org/rec/series/sci/KohliT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/KohliLT09,
author = {Pushmeet Kohli and
Lubor Ladicky and
Philip H. S. Torr},
title = {Robust Higher Order Potentials for Enforcing Label Consistency},
journal = {Int. J. Comput. Vis.},
volume = {82},
number = {3},
pages = {302--324},
year = {2009},
url = {https://doi.org/10.1007/s11263-008-0202-0},
doi = {10.1007/S11263-008-0202-0},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/KohliLT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/KohliKT09,
author = {Pushmeet Kohli and
M. Pawan Kumar and
Philip H. S. Torr},
title = {P{\({^3}\)} {\&} Beyond: Move Making Algorithms for Solving Higher
Order Functions},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {31},
number = {9},
pages = {1645--1656},
year = {2009},
url = {https://doi.org/10.1109/TPAMI.2008.217},
doi = {10.1109/TPAMI.2008.217},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/KohliKT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RotherKFJ09,
author = {Carsten Rother and
Pushmeet Kohli and
Wei Feng and
Jiaya Jia},
title = {Minimizing sparse higher order energy functions of discrete variables},
booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}},
pages = {1382--1389},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPR.2009.5206739},
doi = {10.1109/CVPR.2009.5206739},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/RotherKFJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RhemannRWGKR09,
author = {Christoph Rhemann and
Carsten Rother and
Jue Wang and
Margrit Gelautz and
Pushmeet Kohli and
Pamela Rott},
title = {A perceptually motivated online benchmark for image matting},
booktitle = {2009 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}},
pages = {1826--1833},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPR.2009.5206503},
doi = {10.1109/CVPR.2009.5206503},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/RhemannRWGKR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LempitskyKRS09,
author = {Victor S. Lempitsky and
Pushmeet Kohli and
Carsten Rother and
Toby Sharp},
title = {Image segmentation with a bounding box prior},
booktitle = {{IEEE} 12th International Conference on Computer Vision, {ICCV} 2009,
Kyoto, Japan, September 27 - October 4, 2009},
pages = {277--284},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICCV.2009.5459262},
doi = {10.1109/ICCV.2009.5459262},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/LempitskyKRS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LadickyRKT09,
author = {Lubor Ladicky and
Chris Russell and
Pushmeet Kohli and
Philip H. S. Torr},
title = {Associative hierarchical CRFs for object class image segmentation},
booktitle = {{IEEE} 12th International Conference on Computer Vision, {ICCV} 2009,
Kyoto, Japan, September 27 - October 4, 2009},
pages = {739--746},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICCV.2009.5459248},
doi = {10.1109/ICCV.2009.5459248},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/LadickyRKT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JungKS09,
author = {Kyomin Jung and
Pushmeet Kohli and
Devavrat Shah},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Local Rules for Global {MAP:} When Do They Work ?},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {871--879},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/eecca5b6365d9607ee5a9d336962c534-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/JungKS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0912-2492,
author = {Hannes Nickisch and
Pushmeet Kohli and
Carsten Rother},
title = {Learning an Interactive Segmentation System},
journal = {CoRR},
volume = {abs/0912.2492},
year = {2009},
url = {http://arxiv.org/abs/0912.2492},
eprinttype = {arXiv},
eprint = {0912.2492},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0912-2492.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/KohliT08,
author = {Pushmeet Kohli and
Philip H. S. Torr},
title = {Measuring uncertainty in graph cut solutions},
journal = {Comput. Vis. Image Underst.},
volume = {112},
number = {1},
pages = {30--38},
year = {2008},
url = {https://doi.org/10.1016/j.cviu.2008.07.002},
doi = {10.1016/J.CVIU.2008.07.002},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cviu/KohliT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/KohliRBT08,
author = {Pushmeet Kohli and
Jonathan Rihan and
Matthieu Bray and
Philip H. S. Torr},
title = {Simultaneous Segmentation and Pose Estimation of Humans Using Dynamic
Graph Cuts},
journal = {Int. J. Comput. Vis.},
volume = {79},
number = {3},
pages = {285--298},
year = {2008},
url = {https://doi.org/10.1007/s11263-007-0120-6},
doi = {10.1007/S11263-007-0120-6},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/KohliRBT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/Rav-AchaKRF08,
author = {Alex Rav{-}Acha and
Pushmeet Kohli and
Carsten Rother and
Andrew W. Fitzgibbon},
title = {Unwrap mosaics: a new representation for video editing},
journal = {{ACM} Trans. Graph.},
volume = {27},
number = {3},
pages = {17},
year = {2008},
url = {https://doi.org/10.1145/1360612.1360616},
doi = {10.1145/1360612.1360616},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tog/Rav-AchaKRF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/AlahariKT08,
author = {Karteek Alahari and
Pushmeet Kohli and
Philip H. S. Torr},
title = {Reduce, reuse {\&} recycle: Efficiently solving multi-label MRFs},
booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CVPR.2008.4587402},
doi = {10.1109/CVPR.2008.4587402},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/AlahariKT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KohliLT08,
author = {Pushmeet Kohli and
Lubor Ladicky and
Philip H. S. Torr},
title = {Robust higher order potentials for enforcing label consistency},
booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CVPR.2008.4587417},
doi = {10.1109/CVPR.2008.4587417},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KohliLT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RamalingamKAT08,
author = {Srikumar Ramalingam and
Pushmeet Kohli and
Karteek Alahari and
Philip H. S. Torr},
title = {Exact inference in multi-label CRFs with higher order cliques},
booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CVPR.2008.4587401},
doi = {10.1109/CVPR.2008.4587401},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/RamalingamKAT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SzummerKH08,
author = {Martin Szummer and
Pushmeet Kohli and
Derek Hoiem},
editor = {David A. Forsyth and
Philip H. S. Torr and
Andrew Zisserman},
title = {Learning CRFs Using Graph Cuts},
booktitle = {Computer Vision - {ECCV} 2008, 10th European Conference on Computer
Vision, Marseille, France, October 12-18, 2008, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {5303},
pages = {582--595},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-88688-4\_43},
doi = {10.1007/978-3-540-88688-4\_43},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/SzummerKH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KohliSRKT08,
author = {Pushmeet Kohli and
Alexander Shekhovtsov and
Carsten Rother and
Vladimir Kolmogorov and
Philip H. S. Torr},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {On partial optimality in multi-label MRFs},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {480--487},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390217},
doi = {10.1145/1390156.1390217},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KohliSRKT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Kohli07,
author = {Pushmeet Kohli},
title = {Minimizing dynamic and higher order energy functions using graph cuts},
school = {Oxford Brookes University, {UK}},
year = {2007},
url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.444300},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ethos/Kohli07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/KohliT07,
author = {Pushmeet Kohli and
Philip H. S. Torr},
title = {Dynamic Graph Cuts for Efficient Inference in Markov Random Fields},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {29},
number = {12},
pages = {2079--2088},
year = {2007},
url = {https://doi.org/10.1109/TPAMI.2007.1128},
doi = {10.1109/TPAMI.2007.1128},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/KohliT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KohliKT07,
author = {Pushmeet Kohli and
M. Pawan Kumar and
Philip H. S. Torr},
title = {{P3} {\&} Beyond: Solving Energies with Higher Order Cliques},
booktitle = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota,
{USA}},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/CVPR.2007.383204},
doi = {10.1109/CVPR.2007.383204},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KohliKT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/KohliT06,
author = {Pushmeet Kohli and
Philip H. S. Torr},
editor = {Ales Leonardis and
Horst Bischof and
Axel Pinz},
title = {Measuring Uncertainty in Graph Cut Solutions - Efficiently Computing
Min-marginal Energies Using Dynamic Graph Cuts},
booktitle = {Computer Vision - {ECCV} 2006, 9th European Conference on Computer
Vision, Graz, Austria, May 7-13, 2006, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3952},
pages = {30--43},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11744047\_3},
doi = {10.1007/11744047\_3},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/KohliT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/BrayKT06,
author = {Matthieu Bray and
Pushmeet Kohli and
Philip H. S. Torr},
editor = {Ales Leonardis and
Horst Bischof and
Axel Pinz},
title = {PoseCut: Simultaneous Segmentation and 3D Pose Estimation of Humans
Using Dynamic Graph-Cuts},
booktitle = {Computer Vision - {ECCV} 2006, 9th European Conference on Computer
Vision, Graz, Austria, May 7-13, 2006, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3952},
pages = {642--655},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11744047\_49},
doi = {10.1007/11744047\_49},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/BrayKT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icvgip/RihanKT06,
author = {Jonathan Rihan and
Pushmeet Kohli and
Philip H. S. Torr},
editor = {Prem Kumar Kalra and
Shmuel Peleg},
title = {{OBJCUT} for Face Detection},
booktitle = {Computer Vision, Graphics and Image Processing, 5th Indian Conference,
{ICVGIP} 2006, Madurai, India, December 13-16, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4338},
pages = {576--584},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11949619\_51},
doi = {10.1007/11949619\_51},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/icvgip/RihanKT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icvgip/SunKBT06,
author = {Yunda Sun and
Pushmeet Kohli and
Matthieu Bray and
Philip H. S. Torr},
editor = {Prem Kumar Kalra and
Shmuel Peleg},
title = {Using Strong Shape Priors for Stereo},
booktitle = {Computer Vision, Graphics and Image Processing, 5th Indian Conference,
{ICVGIP} 2006, Madurai, India, December 13-16, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4338},
pages = {882--893},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11949619\_79},
doi = {10.1007/11949619\_79},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icvgip/SunKBT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/KohliT05,
author = {Pushmeet Kohli and
Philip H. S. Torr},
title = {Effciently Solving Dynamic Markov Random Fields Using Graph Cuts},
booktitle = {10th {IEEE} International Conference on Computer Vision {(ICCV} 2005),
17-20 October 2005, Beijing, China},
pages = {922--929},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICCV.2005.81},
doi = {10.1109/ICCV.2005.81},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/KohliT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iicai/Kohli03,
author = {Pushmeet Kohli},
editor = {Bhanu Prasad},
title = {A Classifier System Based on Evolved Finite State Machines},
booktitle = {Proceedings of the 1st Indian International Conference on Artificial
Intelligence, {IICAI} 2003, Hyderabad, India, December 18-20, 2003},
pages = {529--542},
publisher = {{IICAI}},
year = {2003},
timestamp = {Fri, 15 Dec 2023 18:26:01 +0100},
biburl = {https://dblp.org/rec/conf/iicai/Kohli03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iicai/Kohli03a,
author = {Pushmeet Kohli},
editor = {Bhanu Prasad},
title = {A New Genetic Algorithm Based Scheme for Inferring Finite State Machines
From Accept/Reject Data Samples},
booktitle = {Proceedings of the 1st Indian International Conference on Artificial
Intelligence, {IICAI} 2003, Hyderabad, India, December 18-20, 2003},
pages = {632--645},
publisher = {{IICAI}},
year = {2003},
timestamp = {Tue, 01 Mar 2005 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iicai/Kohli03a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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