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ORCIDBibTeX records: Vineeth N. Balasubramanian
@article{DBLP:journals/tbbis/JohnBJ24,
author = {Thrupthi Ann John and
Vineeth N. Balasubramanian and
C. V. Jawahar},
title = {Explaining Deep Face Algorithms Through Visualization: {A} Survey},
journal = {{IEEE} Trans. Biom. Behav. Identity Sci.},
volume = {6},
number = {1},
pages = {15--29},
year = {2024},
url = {https://doi.org/10.1109/TBIOM.2023.3319837},
doi = {10.1109/TBIOM.2023.3319837},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbbis/JohnBJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KamathM0B24,
author = {Sandesh Kamath and
Sankalp Mittal and
Amit Deshpande and
Vineeth N. Balasubramanian},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Rethinking Robustness of Model Attributions},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {2688--2696},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i3.28047},
doi = {10.1609/AAAI.V38I3.28047},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KamathM0B24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ReddyB24,
author = {Abbavaram Gowtham Reddy and
Vineeth N. Balasubramanian},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {{NESTER:} An Adaptive Neurosymbolic Method for Causal Effect Estimation},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {14793--14801},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i13.29398},
doi = {10.1609/AAAI.V38I13.29398},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ReddyB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ReddyBPLVBK24,
author = {Abbavaram Gowtham Reddy and
Saketh Bachu and
Harsharaj Pathak and
Benin Godfrey L and
Varshaneya V and
Vineeth N. Balasubramanian and
Satyanarayan Kar},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Towards Learning and Explaining Indirect Causal Effects in Neural
Networks},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {14802--14810},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i13.29399},
doi = {10.1609/AAAI.V38I13.29399},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ReddyBPLVBK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/PandaKBS24,
author = {Pranoy Panda and
Sai Srinivas Kancheti and
Vineeth N. Balasubramanian and
Gaurav Sinha},
editor = {Sriraam Natarajan and
Indrajit Bhattacharya and
Richa Singh and
Arun Kumar and
Sayan Ranu and
Kalika Bali and
Abinaya K},
title = {Interpretable Model Drift Detection},
booktitle = {Proceedings of the 7th Joint International Conference on Data Science
{\&} Management of Data (11th {ACM} {IKDD} {CODS} and 29th COMAD),
Bangalore, India, January 4-7, 2024},
pages = {1--9},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3632410.3632434},
doi = {10.1145/3632410.3632434},
timestamp = {Fri, 09 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/comad/PandaKBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PandaTB24,
author = {Pranoy Panda and
Siddharth Tandon and
Vineeth N. Balasubramanian},
title = {FW-Shapley: Real-Time Estimation of Weighted Shapley Values},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {6210--6214},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10446778},
doi = {10.1109/ICASSP48485.2024.10446778},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/PandaTB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/RebbapragadaPB24,
author = {Sairam VC Rebbapragada and
Pranoy Panda and
Vineeth N. Balasubramanian},
title = {C2FDrone: Coarse-to-Fine Drone-to-Drone Detection using Vision Transformer
Networks},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2024, Yokohama, Japan, May 13-17, 2024},
pages = {6627--6633},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICRA57147.2024.10609997},
doi = {10.1109/ICRA57147.2024.10609997},
timestamp = {Mon, 19 Aug 2024 15:58:53 +0200},
biburl = {https://dblp.org/rec/conf/icra/RebbapragadaPB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/SarkarCOWB24,
author = {Hiran Sarkar and
Vishal M. Chudasama and
Naoyuki Onoe and
Pankaj Wasnik and
Vineeth N. Balasubramanian},
title = {Open-Set Object Detection By Aligning Known Class Representations},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {218--227},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00029},
doi = {10.1109/WACV57701.2024.00029},
timestamp = {Wed, 17 Apr 2024 07:41:22 +0200},
biburl = {https://dblp.org/rec/conf/wacv/SarkarCOWB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/DittakaviCVDB24,
author = {Bhat Dittakavi and
Bharathi Callepalli and
Aleti Vardhan and
Sai Vikas Desai and
Vineeth N. Balasubramanian},
title = {{CARE:} Counterfactual-based Algorithmic Recourse for Explainable
Pose Correction},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {4890--4899},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00483},
doi = {10.1109/WACV57701.2024.00483},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/DittakaviCVDB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-04647,
author = {Tanmay Garg and
Deepika Vemuri and
Vineeth N. Balasubramanian},
title = {Advancing Ante-Hoc Explainable Models through Generative Adversarial
Networks},
journal = {CoRR},
volume = {abs/2401.04647},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.04647},
doi = {10.48550/ARXIV.2401.04647},
eprinttype = {arXiv},
eprint = {2401.04647},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-04647.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15044,
author = {Purbayan Kar and
Vishal M. Chudasama and
Naoyuki Onoe and
Pankaj Wasnik and
Vineeth Balasubramanian},
title = {Fiducial Focus Augmentation for Facial Landmark Detection},
journal = {CoRR},
volume = {abs/2402.15044},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15044},
doi = {10.48550/ARXIV.2402.15044},
eprinttype = {arXiv},
eprint = {2402.15044},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-19276,
author = {Sairam VC Rebbapragada and
Pranoy Panda and
Vineeth N. Balasubramanian},
title = {C2FDrone: Coarse-to-Fine Drone-to-Drone Detection using Vision Transformer
Networks},
journal = {CoRR},
volume = {abs/2404.19276},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.19276},
doi = {10.48550/ARXIV.2404.19276},
eprinttype = {arXiv},
eprint = {2404.19276},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-19276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-07921,
author = {Hari Chandana Kuchibhotla and
Sai Srinivas Kancheti and
Abbavaram Gowtham Reddy and
Vineeth N. Balasubramanian},
title = {Can Better Text Semantics in Prompt Tuning Improve {VLM} Generalization?},
journal = {CoRR},
volume = {abs/2405.07921},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.07921},
doi = {10.48550/ARXIV.2405.07921},
eprinttype = {arXiv},
eprint = {2405.07921},
timestamp = {Sat, 15 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-07921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-07612,
author = {Aniket Vashishtha and
Abhinav Kumar and
Abbavaram Gowtham Reddy and
Vineeth N. Balasubramanian and
Amit Sharma},
title = {Teaching Transformers Causal Reasoning through Axiomatic Training},
journal = {CoRR},
volume = {abs/2407.07612},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.07612},
doi = {10.48550/ARXIV.2407.07612},
eprinttype = {arXiv},
eprint = {2407.07612},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-07612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/KarCOWB23,
author = {Purbayan Kar and
Vishal M. Chudasama and
Naoyuki Onoe and
Pankaj Wasnik and
Vineeth Balasubramanian},
title = {Fiducial Focus Augmentation for Facial Landmark Detection},
booktitle = {34th British Machine Vision Conference 2023, {BMVC} 2023, Aberdeen,
UK, November 20-24, 2023},
pages = {562--565},
publisher = {{BMVA} Press},
year = {2023},
url = {http://proceedings.bmvc2023.org/562/},
timestamp = {Mon, 11 Mar 2024 15:42:29 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/KarCOWB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/BhattDSB23,
author = {Gaurav Bhatt and
Deepayan Das and
Leonid Sigal and
Vineeth N. Balasubramanian},
title = {Weakly-supervised Spatially Grounded Concept Learner for Few-Shot
Learning},
booktitle = {34th British Machine Vision Conference 2023, {BMVC} 2023, Aberdeen,
UK, November 20-24, 2023},
pages = {858--867},
publisher = {{BMVA} Press},
year = {2023},
url = {http://proceedings.bmvc2023.org/858/},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/BhattDSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/JandialKPKB23,
author = {Surgan Jandial and
Yash Khasbage and
Arghya Pal and
Balaji Krishnamurthy and
Vineeth N. Balasubramanian},
title = {RetroKD : Leveraging Past States for Regularizing Targets in Teacher-Student
Learning},
booktitle = {Proceedings of the 6th Joint International Conference on Data Science
{\&} Management of Data (10th {ACM} {IKDD} {CODS} and 28th COMAD),
Mumbai, India, January 4-7, 2023},
pages = {10--18},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3570991.3571014},
doi = {10.1145/3570991.3571014},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/comad/JandialKPKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/BBGNKB23,
author = {Vimal K. B. and
Saketh Bachu and
Tanmay Garg and
Niveditha Lakshmi Narasimhan and
Raghavan Konuru and
Vineeth N. Balasubramanian},
title = {Building a Winning Team: Selecting Source Model Ensembles using a
Submodular Transferability Estimation Approach},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {11575--11586},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01066},
doi = {10.1109/ICCV51070.2023.01066},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/BBGNKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/AichRLGJGBKWCMT23,
author = {Shubhra Aich and
Jes{\'{u}}s Ruiz{-}Santaquiteria and
Zhenyu Lu and
Prachi Garg and
K. J. Joseph and
Alvaro Fernandez Garcia and
Vineeth N. Balasubramanian and
Kenrick Kin and
Chengde Wan and
Necati Cihan Camg{\"{o}}z and
Shugao Ma and
Fernando De la Torre},
title = {Data-Free Class-Incremental Hand Gesture Recognition},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {20901--20910},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01916},
doi = {10.1109/ICCV51070.2023.01916},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/AichRLGJGBKWCMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BhattDSB23,
author = {Gaurav Bhatt and
Deepayan Das and
Leonid Sigal and
Vineeth N. Balasubramanian},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Mitigating the Effect of Incidental Correlations on Part-based Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/c9493f7cb0d1ec4ae5fc6e0c1a5aca63-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BhattDSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DayalBCM0B23,
author = {Aveen Dayal and
Vimal K. B. and
Linga Reddy Cenkeramaddi and
C. Krishna Mohan and
Abhinav Kumar and
Vineeth N. Balasubramanian},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {{MADG:} Margin-based Adversarial Learning for Domain Generalization},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/b87d9d19ecb5927f7e18c537908610ef-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DayalBCM0B23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/SairamKSSB23,
author = {Rebbapragada V. C. Sairam and
Monish Keswani and
Uttaran Sinha and
Nishit Shah and
Vineeth N. Balasubramanian},
title = {{ARUBA:} An Architecture-Agnostic Balanced Loss for Aerial Object
Detection},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2023, Waikoloa, HI, USA, January 2-7, 2023},
pages = {3708--3717},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WACV56688.2023.00371},
doi = {10.1109/WACV56688.2023.00371},
timestamp = {Tue, 14 Feb 2023 22:26:55 +0100},
biburl = {https://dblp.org/rec/conf/wacv/SairamKSSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/BhattB23,
author = {Gaurav Bhatt and
Vineeth N. Balasubramanian},
title = {Learning Style Subspaces for Controllable Unpaired Domain Translation},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2023, Waikoloa, HI, USA, January 2-7, 2023},
pages = {4209--4218},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/WACV56688.2023.00420},
doi = {10.1109/WACV56688.2023.00420},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/BhattB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-06928,
author = {Tarun Ram Menta and
Surgan Jandial and
Akash Patil and
Vimal KB and
Saketh Bachu and
Balaji Krishnamurthy and
Vineeth N. Balasubramanian and
Chirag Agarwal and
Mausoom Sarkar},
title = {Towards Estimating Transferability using Hard Subsets},
journal = {CoRR},
volume = {abs/2301.06928},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.06928},
doi = {10.48550/ARXIV.2301.06928},
eprinttype = {arXiv},
eprint = {2301.06928},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-06928.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-13850,
author = {Abbavaram Gowtham Reddy and
Saketh Bachu and
Harsharaj Pathak and
Benin L. Godfrey and
Vineeth N. Balasubramanian and
Varshaneya V and
Satya Narayanan Kar},
title = {Learning Causal Attributions in Neural Networks: Beyond Direct Effects},
journal = {CoRR},
volume = {abs/2303.13850},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.13850},
doi = {10.48550/ARXIV.2303.13850},
eprinttype = {arXiv},
eprint = {2303.13850},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-13850.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-14772,
author = {Chaitanya Devaguptapu and
Samarth Sinha and
K. J. Joseph and
Vineeth N. Balasubramanian and
Animesh Garg},
title = {{\(\Delta\)}-Networks for Efficient Model Patching},
journal = {CoRR},
volume = {abs/2303.14772},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.14772},
doi = {10.48550/ARXIV.2303.14772},
eprinttype = {arXiv},
eprint = {2303.14772},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-14772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18183,
author = {Abbavaram Gowtham Reddy and
Saketh Bachu and
Saloni Dash and
Charchit Sharma and
Amit Sharma and
Vineeth N. Balasubramanian},
title = {Rethinking Counterfactual Data Augmentation Under Confounding},
journal = {CoRR},
volume = {abs/2305.18183},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18183},
doi = {10.48550/ARXIV.2305.18183},
eprinttype = {arXiv},
eprint = {2305.18183},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18183.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-02429,
author = {Vimal KB and
Saketh Bachu and
Tanmay Garg and
Niveditha Lakshmi Narasimhan and
Raghavan Konuru and
Vineeth N. Balasubramanian},
title = {Building a Winning Team: Selecting Source Model Ensembles using a
Submodular Transferability Estimation Approach},
journal = {CoRR},
volume = {abs/2309.02429},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.02429},
doi = {10.48550/ARXIV.2309.02429},
eprinttype = {arXiv},
eprint = {2309.02429},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-02429.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-14715,
author = {Thrupthi Ann John and
Vineeth N. Balasubramanian and
C. V. Jawahar},
title = {Explaining Deep Face Algorithms through Visualization: {A} Survey},
journal = {CoRR},
volume = {abs/2309.14715},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.14715},
doi = {10.48550/ARXIV.2309.14715},
eprinttype = {arXiv},
eprint = {2309.14715},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-14715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00377,
author = {Gaurav Bhatt and
Deepayan Das and
Leonid Sigal and
Vineeth N. Balasubramanian},
title = {Mitigating the Effect of Incidental Correlations on Part-based Learning},
journal = {CoRR},
volume = {abs/2310.00377},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00377},
doi = {10.48550/ARXIV.2310.00377},
eprinttype = {arXiv},
eprint = {2310.00377},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-15117,
author = {Aniket Vashishtha and
Abbavaram Gowtham Reddy and
Abhinav Kumar and
Saketh Bachu and
Vineeth N. Balasubramanian and
Amit Sharma},
title = {Causal Inference Using LLM-Guided Discovery},
journal = {CoRR},
volume = {abs/2310.15117},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.15117},
doi = {10.48550/ARXIV.2310.15117},
eprinttype = {arXiv},
eprint = {2310.15117},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-15117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-08503,
author = {Aveen Dayal and
Vimal K. B. and
Linga Reddy Cenkeramaddi and
C. Krishna Mohan and
Abhinav Kumar and
Vineeth N. Balasubramanian},
title = {{MADG:} Margin-based Adversarial Learning for Domain Generalization},
journal = {CoRR},
volume = {abs/2311.08503},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.08503},
doi = {10.48550/ARXIV.2311.08503},
eprinttype = {arXiv},
eprint = {2311.08503},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-08503.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-10534,
author = {Sandesh Kamath and
Sankalp Mittal and
Amit Deshpande and
Vineeth N. Balasubramanian},
title = {Rethinking Robustness of Model Attributions},
journal = {CoRR},
volume = {abs/2312.10534},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.10534},
doi = {10.48550/ARXIV.2312.10534},
eprinttype = {arXiv},
eprint = {2312.10534},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-10534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/Balasubramanian22,
author = {Vineeth N. Balasubramanian},
title = {Toward explainable deep learning},
journal = {Commun. {ACM}},
volume = {65},
number = {11},
pages = {68--69},
year = {2022},
url = {https://doi.org/10.1145/3550491},
doi = {10.1145/3550491},
timestamp = {Mon, 07 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/Balasubramanian22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/JosephRKKB22,
author = {K. J. Joseph and
Jathushan Rajasegaran and
Salman H. Khan and
Fahad Shahbaz Khan and
Vineeth N. Balasubramanian},
title = {Incremental Object Detection via Meta-Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {12},
pages = {9209--9216},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3124133},
doi = {10.1109/TPAMI.2021.3124133},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/JosephRKKB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ReddyLB22,
author = {Abbavaram Gowtham Reddy and
Benin Godfrey L and
Vineeth N. Balasubramanian},
title = {On Causally Disentangled Representations},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {8089--8097},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i7.20781},
doi = {10.1609/AAAI.V36I7.20781},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ReddyLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AshokDB22,
author = {Arjun Ashok and
Chaitanya Devaguptapu and
Vineeth N. Balasubramanian},
title = {Learning Modular Structures That Generalize Out-of-Distribution (Student
Abstract)},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {12905--12906},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i11.21589},
doi = {10.1609/AAAI.V36I11.21589},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AshokDB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ManupriyaMJB22,
author = {Piyushi Manupriya and
Tarun Ram Menta and
Saketha Nath Jagarlapudi and
Vineeth N. Balasubramanian},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Improving Attribution Methods by Learning Submodular Functions},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {2173--2190},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/manupriya22a.html},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ManupriyaMJB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/KamathD0B22,
author = {Sandesh Kamath and
Amit Deshpande and
K. V. Subrahmanyam and
Vineeth N. Balasubramanian},
editor = {Gargi Dasgupta and
Yogesh Simmhan and
Balaji Vasan Srinivasan and
Sourav Bhowmick and
Amith Singhee and
Maya Ramanath and
Nipun Batra and
Abhinandan S. Prasad},
title = {Universalization of Any Adversarial Attack using Very Few Test Examples},
booktitle = {{CODS-COMAD} 2022: 5th Joint International Conference on Data Science
{\&} Management of Data (9th {ACM} {IKDD} {CODS} and 27th COMAD),
Bangalore, India, January 8 - 10, 2022},
pages = {72--80},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3493700.3493718},
doi = {10.1145/3493700.3493718},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/comad/KamathD0B22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DittakaviBDCRBC22,
author = {Bhat Dittakavi and
Divyagna Bavikadi and
Sai Vikas Desai and
Soumi Chakraborty and
Nishant Reddy and
Vineeth N. Balasubramanian and
Bharathi Callepalli and
Ayon Sharma},
title = {Pose Tutor: An Explainable System for Pose Correction in the Wild},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022},
pages = {3539--3548},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPRW56347.2022.00398},
doi = {10.1109/CVPRW56347.2022.00398},
timestamp = {Mon, 29 Aug 2022 11:44:03 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DittakaviBDCRBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/JosephPABR0B22,
author = {K. J. Joseph and
Sujoy Paul and
Gaurav Aggarwal and
Soma Biswas and
Piyush Rai and
Kai Han and
Vineeth N. Balasubramanian},
title = {Spacing Loss for Discovering Novel Categories},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022},
pages = {3760--3765},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPRW56347.2022.00420},
doi = {10.1109/CVPRW56347.2022.00420},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/JosephPABR0B22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Joseph0KAB22,
author = {K. J. Joseph and
Salman Khan and
Fahad Shahbaz Khan and
Rao Muhammad Anwer and
Vineeth N. Balasubramanian},
title = {Energy-based Latent Aligner for Incremental Learning},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {7442--7451},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00730},
doi = {10.1109/CVPR52688.2022.00730},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/Joseph0KAB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KuchibhotlaMCB22,
author = {Hari Chandana Kuchibhotla and
Sumitra S. Malagi and
Shivam Chandhok and
Vineeth N. Balasubramanian},
title = {Unseen Classes at a Later Time? No Problem},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {9235--9244},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00903},
doi = {10.1109/CVPR52688.2022.00903},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/KuchibhotlaMCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KeswaniRRB22,
author = {Monish Keswani and
Sriranjani Ramakrishnan and
Nishant Reddy and
Vineeth N. Balasubramanian},
title = {Proto2Proto: Can you recognize the car, the way {I} do?},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {10223--10233},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00999},
doi = {10.1109/CVPR52688.2022.00999},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/KeswaniRRB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/0001VSB22,
author = {Anirban Sarkar and
Deepak Vijaykeerthy and
Anindya Sarkar and
Vineeth N. Balasubramanian},
title = {A Framework for Learning Ante-hoc Explainable Models via Concepts},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {10276--10285},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01004},
doi = {10.1109/CVPR52688.2022.01004},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/0001VSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/AshokJB22,
author = {Arjun Ashok and
K. J. Joseph and
Vineeth N. Balasubramanian},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {Class-Incremental Learning with Cross-Space Clustering and Controlled
Transfer},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XXVII}},
series = {Lecture Notes in Computer Science},
volume = {13687},
pages = {105--122},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-19812-0\_7},
doi = {10.1007/978-3-031-19812-0\_7},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/AshokJB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/JosephPABRHB22,
author = {K. J. Joseph and
Sujoy Paul and
Gaurav Aggarwal and
Soma Biswas and
Piyush Rai and
Kai Han and
Vineeth N. Balasubramanian},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {Novel Class Discovery Without Forgetting},
booktitle = {Computer Vision - {ECCV} 2022: 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XXIV}},
series = {Lecture Notes in Computer Science},
volume = {13684},
pages = {570--586},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20053-3\_33},
doi = {10.1007/978-3-031-20053-3\_33},
timestamp = {Fri, 09 Dec 2022 16:21:52 +0100},
biburl = {https://dblp.org/rec/conf/eccv/JosephPABRHB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/JandialKPBK22,
author = {Surgan Jandial and
Yash Khasbage and
Arghya Pal and
Vineeth N. Balasubramanian and
Balaji Krishnamurthy},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {Distilling the Undistillable: Learning from a Nasty Teacher},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XIII}},
series = {Lecture Notes in Computer Science},
volume = {13673},
pages = {587--603},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-19778-9\_34},
doi = {10.1007/978-3-031-19778-9\_34},
timestamp = {Thu, 10 Nov 2022 10:31:50 +0100},
biburl = {https://dblp.org/rec/conf/eccv/JandialKPBK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KanchetiRBS22,
author = {Sai Srinivas Kancheti and
Abbavaram Gowtham Reddy and
Vineeth N. Balasubramanian and
Amit Sharma},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Matching Learned Causal Effects of Neural Networks with Domain Priors},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {10676--10696},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/kancheti22a.html},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KanchetiRBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/SinghRJSB0SJ22,
author = {Deepak Kumar Singh and
Shyam Nandan Rai and
K. J. Joseph and
Rohit Saluja and
Vineeth N. Balasubramanian and
Chetan Arora and
Anbumani Subramanian and
C. V. Jawahar},
title = {New Objects on the Road? No Problem, We'll Learn Them Too},
booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
{IROS} 2022, Kyoto, Japan, October 23-27, 2022},
pages = {1972--1978},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IROS47612.2022.9981886},
doi = {10.1109/IROS47612.2022.9981886},
timestamp = {Tue, 03 Jan 2023 14:18:21 +0100},
biburl = {https://dblp.org/rec/conf/iros/SinghRJSB0SJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/JohnDBJ22,
author = {Thrupthi Ann John and
Isha Dua and
Vineeth N. Balasubramanian and
C. V. Jawahar},
editor = {Giovanni Maria Farinella and
Petia Radeva and
Kadi Bouatouch},
title = {{ETL:} Efficient Transfer Learning for Face Tasks},
booktitle = {Proceedings of the 17th International Joint Conference on Computer
Vision, Imaging and Computer Graphics Theory and Applications, {VISIGRAPP}
2022, Volume 5: VISAPP, Online Streaming, February 6-8, 2022},
pages = {248--257},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0010907700003124},
doi = {10.5220/0010907700003124},
timestamp = {Tue, 06 Jun 2023 14:58:00 +0200},
biburl = {https://dblp.org/rec/conf/visapp/JohnDBJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/Khindkar0BSSJ22,
author = {Vaishnavi Khindkar and
Chetan Arora and
Vineeth N. Balasubramanian and
Anbumani Subramanian and
Rohit Saluja and
C. V. Jawahar},
title = {To miss-attend is to misalign! Residual Self-Attentive Feature Alignment
for Adapting Object Detectors},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2022, Waikoloa, HI, USA, January 3-8, 2022},
pages = {376--386},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/WACV51458.2022.00045},
doi = {10.1109/WACV51458.2022.00045},
timestamp = {Thu, 17 Feb 2022 14:50:06 +0100},
biburl = {https://dblp.org/rec/conf/wacv/Khindkar0BSSJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/RaiS0BSJ22,
author = {Shyam Nandan Rai and
Rohit Saluja and
Chetan Arora and
Vineeth N. Balasubramanian and
Anbumani Subramanian and
C. V. Jawahar},
title = {{FLUID:} Few-Shot Self-Supervised Image Deraining},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2022, Waikoloa, HI, USA, January 3-8, 2022},
pages = {418--427},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/WACV51458.2022.00049},
doi = {10.1109/WACV51458.2022.00049},
timestamp = {Thu, 17 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/RaiS0BSJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/ManglaCBK22,
author = {Puneet Mangla and
Shivam Chandhok and
Vineeth N. Balasubramanian and
Fahad Shahbaz Khan},
title = {{COCOA:} Context-Conditional Adaptation for Recognizing Unseen Classes
in Unseen Domains},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2022, Waikoloa, HI, USA, January 3-8, 2022},
pages = {1618--1627},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/WACV51458.2022.00168},
doi = {10.1109/WACV51458.2022.00168},
timestamp = {Thu, 17 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/ManglaCBK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/GargSB0SJ22,
author = {Prachi Garg and
Rohit Saluja and
Vineeth N. Balasubramanian and
Chetan Arora and
Anbumani Subramanian and
C. V. Jawahar},
title = {Multi-Domain Incremental Learning for Semantic Segmentation},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2022, Waikoloa, HI, USA, January 3-8, 2022},
pages = {2080--2090},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/WACV51458.2022.00214},
doi = {10.1109/WACV51458.2022.00214},
timestamp = {Thu, 17 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/GargSB0SJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/ManglaK0KB22,
author = {Puneet Mangla and
Nupur Kumari and
Mayank Singh and
Balaji Krishnamurthy and
Vineeth N. Balasubramanian},
title = {Data InStance Prior {(DISP)} in Generative Adversarial Networks},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2022, Waikoloa, HI, USA, January 3-8, 2022},
pages = {3471--3481},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/WACV51458.2022.00353},
doi = {10.1109/WACV51458.2022.00353},
timestamp = {Thu, 17 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/ManglaK0KB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/SarkarSB22,
author = {Anindya Sarkar and
Anirban Sarkar and
Vineeth N. Balasubramanian},
title = {Leveraging Test-Time Consensus Prediction for Robustness against Unseen
Noise},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2022, Waikoloa, HI, USA, January 3-8, 2022},
pages = {3564--3573},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/WACV51458.2022.00362},
doi = {10.1109/WACV51458.2022.00362},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/SarkarSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/DashB022,
author = {Saloni Dash and
Vineeth N. Balasubramanian and
Amit Sharma},
title = {Evaluating and Mitigating Bias in Image Classifiers: {A} Causal Perspective
Using Counterfactuals},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2022, Waikoloa, HI, USA, January 3-8, 2022},
pages = {3879--3888},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/WACV51458.2022.00393},
doi = {10.1109/WACV51458.2022.00393},
timestamp = {Thu, 17 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/DashB022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2022,
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
publisher = {{PMLR}},
year = {2022},
url = {http://proceedings.mlr.press/v189/},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-14952,
author = {K. J. Joseph and
Salman Khan and
Fahad Shahbaz Khan and
Rao Muhammad Anwer and
Vineeth N. Balasubramanian},
title = {Energy-based Latent Aligner for Incremental Learning},
journal = {CoRR},
volume = {abs/2203.14952},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.14952},
doi = {10.48550/ARXIV.2203.14952},
eprinttype = {arXiv},
eprint = {2203.14952},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-14952.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-16517,
author = {Hari Chandana Kuchibhotla and
Sumitra S. Malagi and
Shivam Chandhok and
Vineeth N. Balasubramanian},
title = {Unseen Classes at a Later Time? No Problem},
journal = {CoRR},
volume = {abs/2203.16517},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.16517},
doi = {10.48550/ARXIV.2203.16517},
eprinttype = {arXiv},
eprint = {2203.16517},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-16517.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10595,
author = {K. J. Joseph and
Sujoy Paul and
Gaurav Aggarwal and
Soma Biswas and
Piyush Rai and
Kai Han and
Vineeth N. Balasubramanian},
title = {Spacing Loss for Discovering Novel Categories},
journal = {CoRR},
volume = {abs/2204.10595},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.10595},
doi = {10.48550/ARXIV.2204.10595},
eprinttype = {arXiv},
eprint = {2204.10595},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-10595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-11830,
author = {Monish Keswani and
Sriranjani Ramakrishnan and
Nishant Reddy and
Vineeth N. Balasubramanian},
title = {Proto2Proto: Can you recognize the car, the way {I} do?},
journal = {CoRR},
volume = {abs/2204.11830},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.11830},
doi = {10.48550/ARXIV.2204.11830},
eprinttype = {arXiv},
eprint = {2204.11830},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-11830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-03859,
author = {Vedant Singh and
Surgan Jandial and
Ayush Chopra and
Siddharth Ramesh and
Balaji Krishnamurthy and
Vineeth N. Balasubramanian},
title = {On Conditioning the Input Noise for Controlled Image Generation with
Diffusion Models},
journal = {CoRR},
volume = {abs/2205.03859},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.03859},
doi = {10.48550/ARXIV.2205.03859},
eprinttype = {arXiv},
eprint = {2205.03859},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-03859.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05912,
author = {Puneet Mangla and
Shivam Chandhok and
Milan Aggarwal and
Vineeth N. Balasubramanian and
Balaji Krishnamurthy},
title = {{INDIGO:} Intrinsic Multimodality for Domain Generalization},
journal = {CoRR},
volume = {abs/2206.05912},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05912},
doi = {10.48550/ARXIV.2206.05912},
eprinttype = {arXiv},
eprint = {2206.05912},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05912.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-10659,
author = {K. J. Joseph and
Sujoy Paul and
Gaurav Aggarwal and
Soma Biswas and
Piyush Rai and
Kai Han and
Vineeth N. Balasubramanian},
title = {Novel Class Discovery without Forgetting},
journal = {CoRR},
volume = {abs/2207.10659},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.10659},
doi = {10.48550/ARXIV.2207.10659},
eprinttype = {arXiv},
eprint = {2207.10659},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-10659.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-03753,
author = {Arjun Ashok and
Chaitanya Devaguptapu and
Vineeth Balasubramanian},
title = {Learning Modular Structures That Generalize Out-of-Distribution},
journal = {CoRR},
volume = {abs/2208.03753},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.03753},
doi = {10.48550/ARXIV.2208.03753},
eprinttype = {arXiv},
eprint = {2208.03753},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-03753.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-03767,
author = {Arjun Ashok and
K. J. Joseph and
Vineeth Balasubramanian},
title = {Class-Incremental Learning with Cross-Space Clustering and Controlled
Transfer},
journal = {CoRR},
volume = {abs/2208.03767},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.03767},
doi = {10.48550/ARXIV.2208.03767},
eprinttype = {arXiv},
eprint = {2208.03767},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-03767.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04574,
author = {Rebbapragada V. C. Sairam and
Monish Keswani and
Uttaran Sinha and
Nishit Shah and
Vineeth N. Balasubramanian},
title = {{ARUBA:} An Architecture-Agnostic Balanced Loss for Aerial Object
Detection},
journal = {CoRR},
volume = {abs/2210.04574},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04574},
doi = {10.48550/ARXIV.2210.04574},
eprinttype = {arXiv},
eprint = {2210.04574},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11728,
author = {Surgan Jandial and
Yash Khasbage and
Arghya Pal and
Vineeth N. Balasubramanian and
Balaji Krishnamurthy},
title = {Distilling the Undistillable: Learning from a Nasty Teacher},
journal = {CoRR},
volume = {abs/2210.11728},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11728},
doi = {10.48550/ARXIV.2210.11728},
eprinttype = {arXiv},
eprint = {2210.11728},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11728.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12368,
author = {Abbavaram Gowtham Reddy and
Saloni Dash and
Amit Sharma and
Vineeth N. Balasubramanian},
title = {Counterfactual Generation Under Confounding},
journal = {CoRR},
volume = {abs/2210.12368},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12368},
doi = {10.48550/ARXIV.2210.12368},
eprinttype = {arXiv},
eprint = {2210.12368},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-04370,
author = {Abbavaram Gowtham Reddy and
Vineeth N. Balasubramanian},
title = {Estimating Treatment Effects using Neurosymbolic Program Synthesis},
journal = {CoRR},
volume = {abs/2211.04370},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.04370},
doi = {10.48550/ARXIV.2211.04370},
eprinttype = {arXiv},
eprint = {2211.04370},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-04370.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-04780,
author = {Amlan Jyoti and
Karthik Balaji Ganesh and
Manoj Gayala and
Nandita Lakshmi Tunuguntla and
Sandesh Kamath and
Vineeth N. Balasubramanian},
title = {On the Robustness of Explanations of Deep Neural Network Models: {A}
Survey},
journal = {CoRR},
volume = {abs/2211.04780},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.04780},
doi = {10.48550/ARXIV.2211.04780},
eprinttype = {arXiv},
eprint = {2211.04780},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-04780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/ManglaSHB21,
author = {Puneet Mangla and
Vedant Singh and
Shreyas Jayant Havaldar and
Vineeth Balasubramanian},
title = {On the benefits of defining vicinal distributions in latent space},
journal = {Pattern Recognit. Lett.},
volume = {152},
pages = {382--390},
year = {2021},
url = {https://doi.org/10.1016/j.patrec.2021.10.016},
doi = {10.1016/J.PATREC.2021.10.016},
timestamp = {Tue, 11 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/ManglaSHB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbbis/JohnBJ21,
author = {Thrupthi Ann John and
Vineeth N. Balasubramanian and
C. V. Jawahar},
title = {Canonical Saliency Maps: Decoding Deep Face Models},
journal = {{IEEE} Trans. Biom. Behav. Identity Sci.},
volume = {3},
number = {4},
pages = {561--572},
year = {2021},
url = {https://doi.org/10.1109/TBIOM.2021.3120758},
doi = {10.1109/TBIOM.2021.3120758},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbbis/JohnBJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SarkarSB21,
author = {Anindya Sarkar and
Anirban Sarkar and
Vineeth N. Balasubramanian},
title = {Enhanced Regularizers for Attributional Robustness},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {2532--2540},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i3.16355},
doi = {10.1609/AAAI.V35I3.16355},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SarkarSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SankarKVB21,
author = {Adepu Ravi Sankar and
Yash Khasbage and
Rahul Vigneswaran and
Vineeth N. Balasubramanian},
title = {A Deeper Look at the Hessian Eigenspectrum of Deep Neural Networks
and its Applications to Regularization},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {9481--9488},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i11.17142},
doi = {10.1609/AAAI.V35I11.17142},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SankarKVB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/ChandhokNCABK021,
author = {Shivam Chandhok and
Sanath Narayan and
Hisham Cholakkal and
Rao Muhammad Anwer and
Vineeth N. Balasubramanian and
Fahad Shahbaz Khan and
Ling Shao},
title = {Structured Latent Embeddings for Recognizing Unseen Classes in Unseen
Domains},
booktitle = {32nd British Machine Vision Conference 2021, {BMVC} 2021, Online,
November 22-25, 2021},
pages = {207},
publisher = {{BMVA} Press},
year = {2021},
url = {https://www.bmvc2021-virtualconference.com/assets/papers/1377.pdf},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/ChandhokNCABK021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvip/BhartiBJ21,
author = {Aditya Bharti and
Vineeth Nallure Balasubramanian and
C. V. Jawahar},
editor = {Balasubramanian Raman and
Subrahmanyam Murala and
Ananda S. Chowdhury and
Abhinav Dhall and
Puneet Goyal},
title = {Towards Label-Free Few-Shot Learning: How Far Can We Go?},
booktitle = {Computer Vision and Image Processing - 6th International Conference,
{CVIP} 2021, Rupnagar, India, December 3-5, 2021, Revised Selected
Papers, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1567},
pages = {256--268},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-11346-8\_23},
doi = {10.1007/978-3-031-11346-8\_23},
timestamp = {Mon, 22 Aug 2022 07:47:04 +0200},
biburl = {https://dblp.org/rec/conf/cvip/BhartiBJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DuaKB21,
author = {Radhika Dua and
Sai Srinivas Kancheti and
Vineeth N. Balasubramanian},
title = {Beyond {VQA:} Generating Multi-Word Answers and Rationales to Visual
Questions},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2021, virtual, June 19-25, 2021},
pages = {1623--1632},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021W/MULA/html/Dua\_Beyond\_VQA\_Generating\_Multi-Word\_Answers\_and\_Rationales\_to\_Visual\_Questions\_CVPRW\_2021\_paper.html},
doi = {10.1109/CVPRW53098.2021.00178},
timestamp = {Mon, 18 Jul 2022 16:47:41 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DuaKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/PandaKB21,
author = {Pranoy Panda and
Sai Srinivas Kancheti and
Vineeth N. Balasubramanian},
title = {Instance-Wise Causal Feature Selection for Model Interpretation},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2021, virtual, June 19-25, 2021},
pages = {1756--1759},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021W/CiV/html/Panda\_Instance-Wise\_Causal\_Feature\_Selection\_for\_Model\_Interpretation\_CVPRW\_2021\_paper.html},
doi = {10.1109/CVPRW53098.2021.00194},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/PandaKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Joseph0KB21,
author = {K. J. Joseph and
Salman H. Khan and
Fahad Shahbaz Khan and
Vineeth N. Balasubramanian},
title = {Towards Open World Object Detection},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {5830--5840},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Joseph\_Towards\_Open\_World\_Object\_Detection\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00577},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/Joseph0KB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/DevaguptapuAMGB21,
author = {Chaitanya Devaguptapu and
Devansh Agarwal and
Gaurav Mittal and
Pulkit Gopalani and
Vineeth N. Balasubramanian},
title = {On Adversarial Robustness: {A} Neural Architecture Search perspective},
booktitle = {{IEEE/CVF} International Conference on Computer Vision Workshops,
{ICCVW} 2021, Montreal, BC, Canada, October 11-17, 2021},
pages = {152--161},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCVW54120.2021.00022},
doi = {10.1109/ICCVW54120.2021.00022},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccvw/DevaguptapuAMGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icvgip/VBB21,
author = {Varshaneya V and
S. Balasubramanian and
Vineeth Balasubramanian},
editor = {Rama Chellappa and
Santanu Chaudhury and
Chetan Arora and
Parag Chaudhuri and
Subhransu Maji},
title = {Teaching GANs to sketch in vector format},
booktitle = {{ICVGIP} '21: Indian Conference on Computer Vision, Graphics and Image
Processing, Jodhpur, India, December 19 - 22, 2021},
pages = {1:1--1:8},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3490035.3490258},
doi = {10.1145/3490035.3490258},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icvgip/VBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icvgip/VigneswaranLBT21,
author = {Rahul Vigneswaran and
Marc T. Law and
Vineeth N. Balasubramanian and
Makarand Tapaswi},
editor = {Rama Chellappa and
Santanu Chaudhury and
Chetan Arora and
Parag Chaudhuri and
Subhransu Maji},
title = {Feature generation for long-tail classification},
booktitle = {{ICVGIP} '21: Indian Conference on Computer Vision, Graphics and Image
Processing, Jodhpur, India, December 19 - 22, 2021},
pages = {41:1--41:9},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3490035.3490300},
doi = {10.1145/3490035.3490300},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icvgip/VigneswaranLBT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SarkarSGB21,
author = {Anindya Sarkar and
Anirban Sarkar and
Sowrya Gali and
Vineeth N. Balasubramanian},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Adversarial Robustness without Adversarial Training: {A} Teacher-Guided
Curriculum Learning Approach},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {12836--12848},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/6a971e08a01e6676d0f1a6e0dacbbd67-Abstract.html},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SarkarSGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KamathDVB21,
author = {Sandesh Kamath and
Amit Deshpande and
Subrahmanyam Kambhampati Venkata and
Vineeth N. Balasubramanian},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Can we have it all? On the Trade-off between Spatial and Adversarial
Robustness of Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {27462--27474},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/e6ff107459d435e38b54ad4c06202c33-Abstract.html},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KamathDVB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/preregister/NarayananDDB21,
author = {Vaasudev Narayanan and
Aniket Anand Deshmukh and
{\"{U}}r{\"{u}}n Dogan and
Vineeth N. Balasubramanian},
editor = {Samuel Albanie and
Jo{\~{a}}o F. Henriques and
Luca Bertinetto and
Alex Hern{\'{a}}ndez{-}Garc{\'{\i}}a and
Hazel Doughty and
G{\"{u}}l Varol},
title = {On Challenges in Unsupervised Domain Generalization},
booktitle = {NeurIPS 2021 Workshop on Pre-Registration in Machine Learning, 13
December 2021, Virtual},
series = {Proceedings of Machine Learning Research},
volume = {181},
pages = {42--58},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v181/narayanan22a.html},
timestamp = {Wed, 09 Aug 2023 17:07:50 +0200},
biburl = {https://dblp.org/rec/conf/preregister/NarayananDDB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/ChandhokB21,
author = {Shivam Chandhok and
Vineeth N. Balasubramanian},
title = {Two-Level Adversarial Visual-Semantic Coupling for Generalized Zero-shot
Learning},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2021, Waikoloa, HI, USA, January 3-8, 2021},
pages = {3099--3107},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/WACV48630.2021.00314},
doi = {10.1109/WACV48630.2021.00314},
timestamp = {Fri, 18 Jun 2021 10:51:54 +0200},
biburl = {https://dblp.org/rec/conf/wacv/ChandhokB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2021,
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v157/},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02603,
author = {K. J. Joseph and
Salman H. Khan and
Fahad Shahbaz Khan and
Vineeth N. Balasubramanian},
title = {Towards Open World Object Detection},
journal = {CoRR},
volume = {abs/2103.02603},
year = {2021},
url = {https://arxiv.org/abs/2103.02603},
eprinttype = {arXiv},
eprint = {2103.02603},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-09073,
author = {Piyushi Manupriya and
Saketha Nath Jagarlapudi and
Tarun Ram Menta and
Vineeth N. Balasubramanian},
title = {Improving Attribution Methods by Learning Submodular Functions},
journal = {CoRR},
volume = {abs/2104.09073},
year = {2021},
url = {https://arxiv.org/abs/2104.09073},
eprinttype = {arXiv},
eprint = {2104.09073},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-09073.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-12759,
author = {Pranoy Panda and
Sai Srinivas Kancheti and
Vineeth N. Balasubramanian},
title = {Instance-wise Causal Feature Selection for Model Interpretation},
journal = {CoRR},
volume = {abs/2104.12759},
year = {2021},
url = {https://arxiv.org/abs/2104.12759},
eprinttype = {arXiv},
eprint = {2104.12759},
timestamp = {Mon, 03 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-12759.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-01386,
author = {Thrupthi Ann John and
Vineeth N. Balasubramanian and
C. V. Jawahar},
title = {Canonical Saliency Maps: Decoding Deep Face Models},
journal = {CoRR},
volume = {abs/2105.01386},
year = {2021},
url = {https://arxiv.org/abs/2105.01386},
eprinttype = {arXiv},
eprint = {2105.01386},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-01386.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04952,
author = {Gaurav Bhatt and
Shivam Chandhok and
Vineeth N. Balasubramanian},
title = {Learn from Anywhere: Rethinking Generalized Zero-Shot Learning with
Limited Supervision},
journal = {CoRR},
volume = {abs/2107.04952},
year = {2021},
url = {https://arxiv.org/abs/2107.04952},
eprinttype = {arXiv},
eprint = {2107.04952},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-04952.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05622,
author = {Shivam Chandhok and
Sanath Narayan and
Hisham Cholakkal and
Rao Muhammad Anwer and
Vineeth N. Balasubramanian and
Fahad Shahbaz Khan and
Ling Shao},
title = {Structured Latent Embeddings for Recognizing Unseen Classes in Unseen
Domains},
journal = {CoRR},
volume = {abs/2107.05622},
year = {2021},
url = {https://arxiv.org/abs/2107.05622},
eprinttype = {arXiv},
eprint = {2107.05622},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-07497,
author = {Puneet Mangla and
Shivam Chandhok and
Vineeth N. Balasubramanian and
Fahad Shahbaz Khan},
title = {Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen
Domains},
journal = {CoRR},
volume = {abs/2107.07497},
year = {2021},
url = {https://arxiv.org/abs/2107.07497},
eprinttype = {arXiv},
eprint = {2107.07497},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-07497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-11761,
author = {Anirban Sarkar and
Deepak Vijaykeerthy and
Anindya Sarkar and
Vineeth N. Balasubramanian},
title = {Inducing Semantic Grouping of Latent Concepts for Explanations: An
Ante-Hoc Approach},
journal = {CoRR},
volume = {abs/2108.11761},
year = {2021},
url = {https://arxiv.org/abs/2108.11761},
eprinttype = {arXiv},
eprint = {2108.11761},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-11761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-12205,
author = {Prachi Garg and
Rohit Saluja and
Vineeth N. Balasubramanian and
Chetan Arora and
Anbumani Subramanian and
C. V. Jawahar},
title = {Multi-Domain Incremental Learning for Semantic Segmentation},
journal = {CoRR},
volume = {abs/2110.12205},
year = {2021},
url = {https://arxiv.org/abs/2110.12205},
eprinttype = {arXiv},
eprint = {2110.12205},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-12205.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-00295,
author = {Anindya Sarkar and
Anirban Sarkar and
Sowrya Gali and
Vineeth N. Balasubramanian},
title = {Get Fooled for the Right Reason: Improving Adversarial Robustness
through a Teacher-guided Curriculum Learning Approach},
journal = {CoRR},
volume = {abs/2111.00295},
year = {2021},
url = {https://arxiv.org/abs/2111.00295},
eprinttype = {arXiv},
eprint = {2111.00295},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-00295.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-05956,
author = {Rahul Vigneswaran and
Marc T. Law and
Vineeth N. Balasubramanian and
Makarand Tapaswi},
title = {Feature Generation for Long-tail Classification},
journal = {CoRR},
volume = {abs/2111.05956},
year = {2021},
url = {https://arxiv.org/abs/2111.05956},
eprinttype = {arXiv},
eprint = {2111.05956},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-05956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-12490,
author = {Abbavaram Gowtham Reddy and
Sai Srinivas Kancheti and
Vineeth N. Balasubramanian and
Amit Sharma},
title = {Causal Regularization Using Domain Priors},
journal = {CoRR},
volume = {abs/2111.12490},
year = {2021},
url = {https://arxiv.org/abs/2111.12490},
eprinttype = {arXiv},
eprint = {2111.12490},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-12490.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-05746,
author = {Abbavaram Gowtham Reddy and
Benin Godfrey L and
Vineeth N. Balasubramanian},
title = {On Causally Disentangled Representations},
journal = {CoRR},
volume = {abs/2112.05746},
year = {2021},
url = {https://arxiv.org/abs/2112.05746},
eprinttype = {arXiv},
eprint = {2112.05746},
timestamp = {Tue, 14 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-05746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KimB20,
author = {Kee{-}Eung Kim and
Vineeth N. Balasubramanian},
title = {Foreword: special issue for the journal track of the 12th Asian conference
on machine learning {(ACML} 2020)},
journal = {Mach. Learn.},
volume = {109},
number = {12},
pages = {2243--2245},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05925-0},
doi = {10.1007/S10994-020-05925-0},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KimB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/SinhaKSCB20,
author = {Vaibhav B. Sinha and
Sneha Kudugunta and
Adepu Ravi Sankar and
Surya Teja Chavali and
Vineeth N. Balasubramanian},
title = {{DANTE:} Deep alternations for training neural networks},
journal = {Neural Networks},
volume = {131},
pages = {127--143},
year = {2020},
url = {https://doi.org/10.1016/j.neunet.2020.07.026},
doi = {10.1016/J.NEUNET.2020.07.026},
timestamp = {Wed, 17 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/SinhaKSCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/ManiyarJDDB20,
author = {Udit Maniyar and
K. J. Joseph and
Aniket Anand Deshmukh and
{\"{U}}r{\"{u}}n Dogan and
Vineeth N. Balasubramanian},
title = {Zero-Shot Domain Generalization},
booktitle = {31st British Machine Vision Conference 2020, {BMVC} 2020, Virtual
Event, UK, September 7-10, 2020},
publisher = {{BMVA} Press},
year = {2020},
url = {https://www.bmvc2020-conference.com/assets/papers/0673.pdf},
timestamp = {Wed, 03 Feb 2021 08:35:02 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/ManiyarJDDB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/RaiBSJ20,
author = {Shyam Nandan Rai and
Vineeth N. Balasubramanian and
Anbumani Subramanian and
C. V. Jawahar},
title = {Spatial Feedback Learning to Improve Semantic Segmentation in Hot
Weather},
booktitle = {31st British Machine Vision Conference 2020, {BMVC} 2020, Virtual
Event, UK, September 7-10, 2020},
publisher = {{BMVA} Press},
year = {2020},
url = {https://www.bmvc2020-conference.com/assets/papers/0742.pdf},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/RaiBSJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/RavindranathBBN20,
author = {Saurabh Ravindranath and
Rahul Baburaj and
Vineeth N. Balasubramanian and
NageswaraRao Namburu and
Sujit Gujar and
C. V. Jawahar},
editor = {Rishiraj Saha Roy},
title = {Human-Machine Collaboration for Face Recognition},
booktitle = {CoDS-COMAD 2020: 7th {ACM} {IKDD} CoDS and 25th COMAD, Hyderabad India,
January 5-7, 2020},
pages = {10--18},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3371158.3371160},
doi = {10.1145/3371158.3371160},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/comad/RavindranathBBN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DesaiB20,
author = {Sai Vikas Desai and
Vineeth N. Balasubramanian},
title = {Towards Fine-grained Sampling for Active Learning in Object Detection},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} Workshops 2020, Seattle, WA, USA, June 14-19, 2020},
pages = {4010--4014},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPRW\_2020/html/w54/Desai\_Towards\_Fine-Grained\_Sampling\_for\_Active\_Learning\_in\_Object\_Detection\_CVPRW\_2020\_paper.html},
doi = {10.1109/CVPRW50498.2020.00470},
timestamp = {Tue, 31 Aug 2021 14:00:09 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DesaiB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SinghKMSBK20,
author = {Mayank Singh and
Nupur Kumari and
Puneet Mangla and
Abhishek Sinha and
Vineeth N. Balasubramanian and
Balaji Krishnamurthy},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {Attributional Robustness Training Using Input-Gradient Spatial Alignment},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {XXVII}},
series = {Lecture Notes in Computer Science},
volume = {12372},
pages = {515--533},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58583-9\_31},
doi = {10.1007/978-3-030-58583-9\_31},
timestamp = {Mon, 23 Nov 2020 08:37:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/SinghKMSBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/VarshneySB20,
author = {Sakshi Varshney and
P. K. Srijith and
Vineeth N. Balasubramanian},
editor = {Haiqin Yang and
Kitsuchart Pasupa and
Andrew Chi{-}Sing Leung and
James T. Kwok and
Jonathan H. Chan and
Irwin King},
title = {{STM-GAN:} Sequentially Trained Multiple Generators for Mitigating
Mode Collapse},
booktitle = {Neural Information Processing - 27th International Conference, {ICONIP}
2020, Bangkok, Thailand, November 18-22, 2020, Proceedings, Part {V}},
series = {Communications in Computer and Information Science},
volume = {1333},
pages = {676--684},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63823-8\_77},
doi = {10.1007/978-3-030-63823-8\_77},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/VarshneySB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JandialCSGKB20,
author = {Surgan Jandial and
Ayush Chopra and
Mausoom Sarkar and
Piyush Gupta and
Balaji Krishnamurthy and
Vineeth Balasubramanian},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Retrospective Loss: Looking Back to Improve Training of Deep Neural
Networks},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {1123--1131},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403165},
doi = {10.1145/3394486.3403165},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/JandialCSGKB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JosephB20,
author = {K. J. Joseph and
Vineeth Nallure Balasubramanian},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Meta-Consolidation for Continual Learning},
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/a5585a4d4b12277fee5cad0880611bc6-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JosephB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ManglaSB20,
author = {Puneet Mangla and
Vedant Singh and
Vineeth N. Balasubramanian},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {On Saliency Maps and Adversarial Robustness},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12458},
pages = {272--288},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67661-2\_17},
doi = {10.1007/978-3-030-67661-2\_17},
timestamp = {Fri, 26 Feb 2021 14:57:34 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ManglaSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/preregister/ChandraDDB20,
author = {Akshay L. Chandra and
Sai Vikas Desai and
Chaitanya Devaguptapu and
Vineeth N. Balasubramanian},
editor = {Luca Bertinetto and
Jo{\~{a}}o F. Henriques and
Samuel Albanie and
Michela Paganini and
G{\"{u}}l Varol},
title = {On Initial Pools for Deep Active Learning},
booktitle = {NeurIPS 2020 Workshop on Pre-registration in Machine Learning, 11
December 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {148},
pages = {14--32},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v148/chandra21a.html},
timestamp = {Wed, 27 Apr 2022 12:34:08 +0200},
biburl = {https://dblp.org/rec/conf/preregister/ChandraDDB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/GuptaAMSBJ20,
author = {Dikshant Gupta and
Aditya Anantharaman and
Nehal Mamgain and
Sowmya Kamath S. and
Vineeth N. Balasubramanian and
C. V. Jawahar},
title = {A Multi-Space Approach to Zero-Shot Object Detection},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2020, Snowmass Village, CO, USA, March 1-5, 2020},
pages = {1198--1206},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/WACV45572.2020.9093384},
doi = {10.1109/WACV45572.2020.9093384},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/GuptaAMSBJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/Mangla0SKBK20,
author = {Puneet Mangla and
Mayank Singh and
Abhishek Sinha and
Nupur Kumari and
Vineeth N. Balasubramanian and
Balaji Krishnamurthy},
title = {Charting the Right Manifold: Manifold Mixup for Few-shot Learning},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2020, Snowmass Village, CO, USA, March 1-5, 2020},
pages = {2207--2216},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/WACV45572.2020.9093338},
doi = {10.1109/WACV45572.2020.9093338},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/Mangla0SKBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/MachirajuB20,
author = {Harshitha Machiraju and
Vineeth N. Balasubramanian},
title = {A Little Fog for a Large Turn},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2020, Snowmass Village, CO, USA, March 1-5, 2020},
pages = {2891--2900},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/WACV45572.2020.9093549},
doi = {10.1109/WACV45572.2020.9093549},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/MachirajuB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/RaiBSJ20,
author = {Shyam Nandan Rai and
Vineeth N. Balasubramanian and
Anbumani Subramanian and
C. V. Jawahar},
title = {Munich to Dubai: How far is it for Semantic Segmentation{\(f\)}},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2020, Snowmass Village, CO, USA, March 1-5, 2020},
pages = {2988--2997},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/WACV45572.2020.9093400},
doi = {10.1109/WACV45572.2020.9093400},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/RaiBSJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-05873,
author = {Harshitha Machiraju and
Vineeth N. Balasubramanian},
title = {A Little Fog for a Large Turn},
journal = {CoRR},
volume = {abs/2001.05873},
year = {2020},
url = {https://arxiv.org/abs/2001.05873},
eprinttype = {arXiv},
eprint = {2001.05873},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-05873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-06566,
author = {Puneet Mangla and
Vedant Singh and
Shreyas Jayant Havaldar and
Vineeth N. Balasubramanian},
title = {VarMixup: Exploiting the Latent Space for Robust Training and Inference},
journal = {CoRR},
volume = {abs/2003.06566},
year = {2020},
url = {https://arxiv.org/abs/2003.06566},
eprinttype = {arXiv},
eprint = {2003.06566},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-06566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-08798,
author = {K. J. Joseph and
Jathushan Rajasegaran and
Salman H. Khan and
Fahad Shahbaz Khan and
Vineeth Balasubramanian and
Ling Shao},
title = {Incremental Object Detection via Meta-Learning},
journal = {CoRR},
volume = {abs/2003.08798},
year = {2020},
url = {https://arxiv.org/abs/2003.08798},
eprinttype = {arXiv},
eprint = {2003.08798},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-08798.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00364,
author = {Arghya Pal and
Vineeth N. Balasubramanian},
title = {Generative Adversarial Data Programming},
journal = {CoRR},
volume = {abs/2005.00364},
year = {2020},
url = {https://arxiv.org/abs/2005.00364},
eprinttype = {arXiv},
eprint = {2005.00364},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07828,
author = {Puneet Mangla and
Vedant Singh and
Vineeth N. Balasubramanian},
title = {On Saliency Maps and Adversarial Robustness},
journal = {CoRR},
volume = {abs/2006.07828},
year = {2020},
url = {https://arxiv.org/abs/2006.07828},
eprinttype = {arXiv},
eprint = {2006.07828},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07828.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11391,
author = {Akshay L. Chandra and
Sai Vikas Desai and
Wei Guo and
Vineeth N. Balasubramanian},
title = {Computer Vision with Deep Learning for Plant Phenotyping in Agriculture:
{A} Survey},
journal = {CoRR},
volume = {abs/2006.11391},
year = {2020},
url = {https://arxiv.org/abs/2006.11391},
eprinttype = {arXiv},
eprint = {2006.11391},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11391.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13593,
author = {Surgan Jandial and
Ayush Chopra and
Mausoom Sarkar and
Piyush Gupta and
Balaji Krishnamurthy and
Vineeth Balasubramanian},
title = {Retrospective Loss: Looking Back to Improve Training of Deep Neural
Networks},
journal = {CoRR},
volume = {abs/2006.13593},
year = {2020},
url = {https://arxiv.org/abs/2006.13593},
eprinttype = {arXiv},
eprint = {2006.13593},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13593.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07757,
author = {Shivam Chandhok and
Vineeth N. Balasubramanian},
title = {Enhancing Generalized Zero-Shot Learning via Adversarial Visual-Semantic
Interaction},
journal = {CoRR},
volume = {abs/2007.07757},
year = {2020},
url = {https://arxiv.org/abs/2007.07757},
eprinttype = {arXiv},
eprint = {2007.07757},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-08428,
author = {Chaitanya Devaguptapu and
Devansh Agarwal and
Gaurav Mittal and
Vineeth N. Balasubramanian},
title = {An Empirical Study on the Robustness of {NAS} based Architectures},
journal = {CoRR},
volume = {abs/2007.08428},
year = {2020},
url = {https://arxiv.org/abs/2007.08428},
eprinttype = {arXiv},
eprint = {2007.08428},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-08428.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-03555,
author = {Sandeep Inuganti and
Vineeth N. Balasubramanian},
title = {Assisting Scene Graph Generation with Self-Supervision},
journal = {CoRR},
volume = {abs/2008.03555},
year = {2020},
url = {https://arxiv.org/abs/2008.03555},
eprinttype = {arXiv},
eprint = {2008.03555},
timestamp = {Fri, 14 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-03555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-07443,
author = {Udit Maniyar and
K. J. Joseph and
Aniket Anand Deshmukh and
{\"{U}}r{\"{u}}n Dogan and
Vineeth N. Balasubramanian},
title = {Zero Shot Domain Generalization},
journal = {CoRR},
volume = {abs/2008.07443},
year = {2020},
url = {https://arxiv.org/abs/2008.07443},
eprinttype = {arXiv},
eprint = {2008.07443},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-07443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00352,
author = {K. J. Joseph and
Vineeth N. Balasubramanian},
title = {Meta-Consolidation for Continual Learning},
journal = {CoRR},
volume = {abs/2010.00352},
year = {2020},
url = {https://arxiv.org/abs/2010.00352},
eprinttype = {arXiv},
eprint = {2010.00352},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-00352.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12852,
author = {Radhika Dua and
Sai Srinivas Kancheti and
Vineeth N. Balasubramanian},
title = {Beyond {VQA:} Generating Multi-word Answer and Rationale to Visual
Questions},
journal = {CoRR},
volume = {abs/2010.12852},
year = {2020},
url = {https://arxiv.org/abs/2010.12852},
eprinttype = {arXiv},
eprint = {2010.12852},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-14696,
author = {Akshay L. Chandra and
Sai Vikas Desai and
Chaitanya Devaguptapu and
Vineeth N. Balasubramanian},
title = {On Initial Pools for Deep Active Learning},
journal = {CoRR},
volume = {abs/2011.14696},
year = {2020},
url = {https://arxiv.org/abs/2011.14696},
eprinttype = {arXiv},
eprint = {2011.14696},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-14696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03801,
author = {Adepu Ravi Sankar and
Yash Khasbage and
Rahul Vigneswaran and
Vineeth N. Balasubramanian},
title = {A Deeper Look at the Hessian Eigenspectrum of Deep Neural Networks
and its Applications to Regularization},
journal = {CoRR},
volume = {abs/2012.03801},
year = {2020},
url = {https://arxiv.org/abs/2012.03801},
eprinttype = {arXiv},
eprint = {2012.03801},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03801.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-04256,
author = {Puneet Mangla and
Nupur Kumari and
Mayank Singh and
Vineeth N. Balasubramanian and
Balaji Krishnamurthy},
title = {Data Instance Prior for Transfer Learning in GANs},
journal = {CoRR},
volume = {abs/2012.04256},
year = {2020},
url = {https://arxiv.org/abs/2012.04256},
eprinttype = {arXiv},
eprint = {2012.04256},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-04256.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-13751,
author = {Aditya Bharti and
Vineeth N. Balasubramanian and
C. V. Jawahar},
title = {Few Shot Learning With No Labels},
journal = {CoRR},
volume = {abs/2012.13751},
year = {2020},
url = {https://arxiv.org/abs/2012.13751},
eprinttype = {arXiv},
eprint = {2012.13751},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-13751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-14395,
author = {Anindya Sarkar and
Anirban Sarkar and
Vineeth N. Balasubramanian},
title = {Enhanced Regularizers for Attributional Robustness},
journal = {CoRR},
volume = {abs/2012.14395},
year = {2020},
url = {https://arxiv.org/abs/2012.14395},
eprinttype = {arXiv},
eprint = {2012.14395},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-14395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/DesaiLGNB19,
author = {Sai Vikas Desai and
Akshay Chandra Lagandula and
Wei Guo and
Seishi Ninomiya and
Vineeth N. Balasubramanian},
title = {An Adaptive Supervision Framework for Active Learning in Object Detection},
booktitle = {30th British Machine Vision Conference 2019, {BMVC} 2019, Cardiff,
UK, September 9-12, 2019},
pages = {230},
publisher = {{BMVA} Press},
year = {2019},
url = {https://bmvc2019.org/wp-content/uploads/papers/0921-paper.pdf},
timestamp = {Wed, 03 Feb 2021 08:35:59 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/DesaiLGNB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DevaguptapuASB19,
author = {Chaitanya Devaguptapu and
Ninad Akolekar and
Manuj M. Sharma and
Vineeth N. Balasubramanian},
title = {Borrow From Anywhere: Pseudo Multi-Modal Object Detection in Thermal
Imagery},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {1029--1038},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPRW\_2019/html/PBVS/Devaguptapu\_Borrow\_From\_Anywhere\_Pseudo\_Multi-Modal\_Object\_Detection\_in\_Thermal\_Imagery\_CVPRW\_2019\_paper.html},
doi = {10.1109/CVPRW.2019.00135},
timestamp = {Mon, 30 Aug 2021 17:04:30 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DevaguptapuASB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/PalB19,
author = {Arghya Pal and
Vineeth N. Balasubramanian},
title = {Zero-Shot Task Transfer},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {2189--2198},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Pal\_Zero-Shot\_Task\_Transfer\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00229},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/PalB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/JandialMVB19,
author = {Surgan Jandial and
Puneet Mangla and
Sakshi Varshney and
Vineeth Balasubramanian},
title = {AdvGAN++: Harnessing Latent Layers for Adversary Generation},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2019, Seoul, Korea (South), October 27-28, 2019},
pages = {2045--2048},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCVW.2019.00257},
doi = {10.1109/ICCVW.2019.00257},
timestamp = {Thu, 12 Mar 2020 10:53:35 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/JandialMVB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChattopadhyayMS19,
author = {Aditya Chattopadhyay and
Piyushi Manupriya and
Anirban Sarkar and
Vineeth N. Balasubramanian},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Neural Network Attributions: {A} Causal Perspective},
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 = {981--990},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/chattopadhyay19a.html},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChattopadhyayMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/JosephRSB19,
author = {K. J. Joseph and
Vamshi Teja R and
Krishnakant Singh and
Vineeth N. Balasubramanian},
editor = {Sarit Kraus},
title = {Submodular Batch Selection for Training Deep Neural Networks},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {2677--2683},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/372},
doi = {10.24963/IJCAI.2019/372},
timestamp = {Tue, 20 Aug 2019 16:18:18 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/JosephRSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Kumari0SMKB19,
author = {Nupur Kumari and
Mayank Singh and
Abhishek Sinha and
Harshitha Machiraju and
Balaji Krishnamurthy and
Vineeth N. Balasubramanian},
editor = {Sarit Kraus},
title = {Harnessing the Vulnerability of Latent Layers in Adversarially Trained
Models},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {2779--2785},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/385},
doi = {10.24963/IJCAI.2019/385},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Kumari0SMKB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/JosephPRB19,
author = {K. J. Joseph and
Arghya Pal and
Sailaja Rajanala and
Vineeth N. Balasubramanian},
title = {C4Synth: Cross-Caption Cycle-Consistent Text-to-Image Synthesis},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2019, Waikoloa Village, HI, USA, January 7-11, 2019},
pages = {358--366},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/WACV.2019.00044},
doi = {10.1109/WACV.2019.00044},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/JosephPRB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/KasarlaNHBJ19,
author = {Tejaswi Kasarla and
Gattigorla Nagendar and
Guruprasad M. Hegde and
Vineeth Balasubramanian and
C. V. Jawahar},
title = {Region-based active learning for efficient labeling in semantic segmentation},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2019, Waikoloa Village, HI, USA, January 7-11, 2019},
pages = {1109--1117},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/WACV.2019.00123},
doi = {10.1109/WACV.2019.00123},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/KasarlaNHBJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-02675,
author = {Thrupthi Ann John and
Isha Dua and
Vineeth N. Balasubramanian and
C. V. Jawahar},
title = {Low-Cost Transfer Learning of Face Tasks},
journal = {CoRR},
volume = {abs/1901.02675},
year = {2019},
url = {http://arxiv.org/abs/1901.02675},
eprinttype = {arXiv},
eprint = {1901.02675},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-02675.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00491,
author = {Sneha Kudugunta and
Vaibhav B. Sinha and
Adepu Ravi Sankar and
Surya Teja Chavali and
Purushottam Kar and
Vineeth N. Balasubramanian},
title = {{DANTE:} Deep AlterNations for Training nEural networks},
journal = {CoRR},
volume = {abs/1902.00491},
year = {2019},
url = {http://arxiv.org/abs/1902.00491},
eprinttype = {arXiv},
eprint = {1902.00491},
timestamp = {Wed, 17 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-00491.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-02302,
author = {Aditya Chattopadhyay and
Piyushi Manupriya and
Anirban Sarkar and
Vineeth N. Balasubramanian},
title = {Neural Network Attributions: {A} Causal Perspective},
journal = {CoRR},
volume = {abs/1902.02302},
year = {2019},
url = {http://arxiv.org/abs/1902.02302},
eprinttype = {arXiv},
eprint = {1902.02302},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-02302.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-01092,
author = {Arghya Pal and
Vineeth N. Balasubramanian},
title = {Zero-Shot Task Transfer},
journal = {CoRR},
volume = {abs/1903.01092},
year = {2019},
url = {http://arxiv.org/abs/1903.01092},
eprinttype = {arXiv},
eprint = {1903.01092},
timestamp = {Sat, 30 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-01092.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03620,
author = {Varshaneya V and
S. Balasubramanian and
Vineeth N. Balasubramanian},
title = {Teaching GANs to Sketch in Vector Format},
journal = {CoRR},
volume = {abs/1904.03620},
year = {2019},
url = {http://arxiv.org/abs/1904.03620},
eprinttype = {arXiv},
eprint = {1904.03620},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03620.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-05186,
author = {Abhishek Sinha and
Mayank Singh and
Nupur Kumari and
Balaji Krishnamurthy and
Harshitha Machiraju and
Vineeth N. Balasubramanian},
title = {Harnessing the Vulnerability of Latent Layers in Adversarially Trained
Models},
journal = {CoRR},
volume = {abs/1905.05186},
year = {2019},
url = {http://arxiv.org/abs/1905.05186},
eprinttype = {arXiv},
eprint = {1905.05186},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-05186.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-08789,
author = {Chaitanya Devaguptapu and
Ninad Akolekar and
Manuj M. Sharma and
Vineeth N. Balasubramanian},
title = {Borrow from Anywhere: Pseudo Multi-modal Object Detection in Thermal
Imagery},
journal = {CoRR},
volume = {abs/1905.08789},
year = {2019},
url = {http://arxiv.org/abs/1905.08789},
eprinttype = {arXiv},
eprint = {1905.08789},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-08789.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-07917,
author = {Sai Vikas Desai and
Vineeth N. Balasubramanian and
Tokihiro Fukatsu and
Seishi Ninomiya and
Wei Guo},
title = {Automatic estimation of heading date of paddy rice using deep learning},
journal = {CoRR},
volume = {abs/1906.07917},
year = {2019},
url = {http://arxiv.org/abs/1906.07917},
eprinttype = {arXiv},
eprint = {1906.07917},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-07917.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08771,
author = {K. J. Joseph and
Vamshi Teja R and
Krishnakant Singh and
Vineeth N. Balasubramanian},
title = {Submodular Batch Selection for Training Deep Neural Networks},
journal = {CoRR},
volume = {abs/1906.08771},
year = {2019},
url = {http://arxiv.org/abs/1906.08771},
eprinttype = {arXiv},
eprint = {1906.08771},
timestamp = {Mon, 24 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-08771.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-12087,
author = {Puneet Mangla and
Mayank Singh and
Abhishek Sinha and
Nupur Kumari and
Vineeth N. Balasubramanian and
Balaji Krishnamurthy},
title = {Charting the Right Manifold: Manifold Mixup for Few-shot Learning},
journal = {CoRR},
volume = {abs/1907.12087},
year = {2019},
url = {http://arxiv.org/abs/1907.12087},
eprinttype = {arXiv},
eprint = {1907.12087},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-12087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-00706,
author = {Puneet Mangla and
Surgan Jandial and
Sakshi Varshney and
Vineeth N. Balasubramanian},
title = {AdvGAN++ : Harnessing latent layers for adversary generation},
journal = {CoRR},
volume = {abs/1908.00706},
year = {2019},
url = {http://arxiv.org/abs/1908.00706},
eprinttype = {arXiv},
eprint = {1908.00706},
timestamp = {Fri, 09 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-00706.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-02454,
author = {Sai Vikas Desai and
Akshay L. Chandra and
Wei Guo and
Seishi Ninomiya and
Vineeth N. Balasubramanian},
title = {An Adaptive Supervision Framework for Active Learning in Object Detection},
journal = {CoRR},
volume = {abs/1908.02454},
year = {2019},
url = {http://arxiv.org/abs/1908.02454},
eprinttype = {arXiv},
eprint = {1908.02454},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-02454.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01789,
author = {Akshay L. Chandra and
Sai Vikas Desai and
Vineeth N. Balasubramanian and
Seishi Ninomiya and
Wei Guo},
title = {Active Learning with Weak Supervision for Cost-Effective Panicle Detection
in Cereal Crops},
journal = {CoRR},
volume = {abs/1910.01789},
year = {2019},
url = {http://arxiv.org/abs/1910.01789},
eprinttype = {arXiv},
eprint = {1910.01789},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-01789.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-13073,
author = {Mayank Singh and
Nupur Kumari and
Puneet Mangla and
Abhishek Sinha and
Vineeth N. Balasubramanian and
Balaji Krishnamurthy},
title = {On the Benefits of Attributional Robustness},
journal = {CoRR},
volume = {abs/1911.13073},
year = {2019},
url = {http://arxiv.org/abs/1911.13073},
eprinttype = {arXiv},
eprint = {1911.13073},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-13073.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/AgarwalBJ18,
author = {Nakul Agarwal and
Vineeth N. Balasubramanian and
C. V. Jawahar},
title = {Improving multiclass classification by deep networks using {DAGSVM}
and Triplet Loss},
journal = {Pattern Recognit. Lett.},
volume = {112},
pages = {184--190},
year = {2018},
url = {https://doi.org/10.1016/j.patrec.2018.06.034},
doi = {10.1016/J.PATREC.2018.06.034},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/AgarwalBJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/NagendarSBJ18,
author = {Gattigorla Nagendar and
Digvijay Singh and
Vineeth N. Balasubramanian and
C. V. Jawahar},
title = {Neuro-IoU: Learning a Surrogate Loss for Semantic Segmentation},
booktitle = {British Machine Vision Conference 2018, {BMVC} 2018, Newcastle, UK,
September 3-6, 2018},
pages = {278},
publisher = {{BMVA} Press},
year = {2018},
url = {http://bmvc2018.org/contents/papers/1055.pdf},
timestamp = {Tue, 21 Apr 2020 23:17:57 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/NagendarSBJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/SankarB18,
author = {Adepu Ravi Sankar and
Vineeth N. Balasubramanian},
editor = {Sayan Ranu and
Niloy Ganguly and
Raghu Ramakrishnan and
Sunita Sarawagi and
Shourya Roy},
title = {Are saddles good enough for neural networks},
booktitle = {Proceedings of the {ACM} India Joint International Conference on Data
Science and Management of Data, {COMAD/CODS} 2018, Goa, India, January
11-13, 2018},
pages = {37--45},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3152494.3152498},
doi = {10.1145/3152494.3152498},
timestamp = {Fri, 10 May 2024 15:57:21 +0200},
biburl = {https://dblp.org/rec/conf/comad/SankarB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/PandhreM0B18,
author = {Supriya Pandhre and
Himangi Mittal and
Manish Gupta and
Vineeth N. Balasubramanian},
editor = {Sayan Ranu and
Niloy Ganguly and
Raghu Ramakrishnan and
Sunita Sarawagi and
Shourya Roy},
title = {STwalk: learning trajectory representations in temporal graphs},
booktitle = {Proceedings of the {ACM} India Joint International Conference on Data
Science and Management of Data, {COMAD/CODS} 2018, Goa, India, January
11-13, 2018},
pages = {210--219},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3152494.3152512},
doi = {10.1145/3152494.3152512},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/comad/PandhreM0B18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/SrinivasanSB18,
author = {Vishwak Srinivasan and
Adepu Ravi Sankar and
Vineeth N. Balasubramanian},
editor = {Sayan Ranu and
Niloy Ganguly and
Raghu Ramakrishnan and
Sunita Sarawagi and
Shourya Roy},
title = {\emph{ADINE}: an adaptive momentum method for stochastic gradient
descent},
booktitle = {Proceedings of the {ACM} India Joint International Conference on Data
Science and Management of Data, {COMAD/CODS} 2018, Goa, India, January
11-13, 2018},
pages = {249--256},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3152494.3152515},
doi = {10.1145/3152494.3152515},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/comad/SrinivasanSB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/PalB18,
author = {Arghya Pal and
Vineeth N. Balasubramanian},
title = {Adversarial Data Programming: Using GANs to Relax the Bottleneck of
Curated Labeled Data},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {1556--1565},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Pal\_Adversarial\_Data\_Programming\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00168},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/PalB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ZhuWDBLHNCLLMWW18,
author = {Pengfei Zhu and
Longyin Wen and
Dawei Du and
Xiao Bian and
Haibin Ling and
Qinghua Hu and
Qinqin Nie and
Hao Cheng and
Chenfeng Liu and
Xiaoyu Liu and
Wenya Ma and
Haotian Wu and
Lianjie Wang and
Arne Schumann and
Chase Brown and
Qian Chen and
Chengzheng Li and
Dongdong Li and
Emmanouil Michail and
Fan Zhang and
Feng Ni and
Feng Zhu and
Guanghui Wang and
Haipeng Zhang and
Han Deng and
Hao Liu and
Haoran Wang and
Heqian Qiu and
Honggang Qi and
Honghui Shi and
Hongliang Li and
Hongyu Xu and
Hu Lin and
Ioannis Kompatsiaris and
Jian Cheng and
Jianqiang Wang and
Jianxiu Yang and
Jingkai Zhou and
Juanping Zhao and
K. J. Joseph and
Kaiwen Duan and
Karthik Suresh and
Bo Ke and
Ke Wang and
Konstantinos Avgerinakis and
Lars Wilko Sommer and
Lei Zhang and
Li Yang and
Lin Cheng and
Lin Ma and
Liyu Lu and
Lu Ding and
Minyu Huang and
Naveen Kumar Vedurupaka and
Nehal Mamgain and
Nitin Bansal and
Oliver Acatay and
Panagiotis Giannakeris and
Qian Wang and
Qijie Zhao and
Qingming Huang and
Qiong Liu and
Qishang Cheng and
Qiuchen Sun and
Robert Lagani{\`{e}}re and
Sheng Jiang and
Shengjin Wang and
Shubo Wei and
Siwei Wang and
Stefanos Vrochidis and
Sujuan Wang and
Tiaojio Lee and
Usman Sajid and
Vineeth N. Balasubramanian and
Wei Li and
Wei Zhang and
Weikun Wu and
Wenchi Ma and
Wenrui He and
Wenzhe Yang and
Xiaoyu Chen and
Xin Sun and
Xinbin Luo and
Xintao Lian and
Xiufang Li and
Yangliu Kuai and
Yali Li and
Yi Luo and
Yifan Zhang and
Yiling Liu and
Ying Li and
Yong Wang and
Yongtao Wang and
Yuanwei Wu and
Yue Fan and
Yunchao Wei and
Yuqin Zhang and
Zexin Wang and
Zhangyang Wang and
Zhaoyue Xia and
Zhen Cui and
Zhenwei He and
Zhipeng Deng and
Zhiyao Guo and
Zichen Song},
editor = {Laura Leal{-}Taix{\'{e}} and
Stefan Roth},
title = {VisDrone-DET2018: The Vision Meets Drone Object Detection in Image
Challenge Results},
booktitle = {Computer Vision - {ECCV} 2018 Workshops - Munich, Germany, September
8-14, 2018, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {11133},
pages = {437--468},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-11021-5\_27},
doi = {10.1007/978-3-030-11021-5\_27},
timestamp = {Sun, 18 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/ZhuWDBLHNCLLMWW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SakurikarMBN18,
author = {Parikshit Sakurikar and
Ishit Mehta and
Vineeth N. Balasubramanian and
P. J. Narayanan},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {RefocusGAN: Scene Refocusing Using a Single Image},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11208},
pages = {519--535},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01225-0\_31},
doi = {10.1007/978-3-030-01225-0\_31},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/SakurikarMBN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/JosephPSGB18,
author = {K. J. Joseph and
Rajiv Chunilal Patel and
Amit Srivastava and
Uma Gupta and
Vineeth N. Balasubramanian},
editor = {Laura Leal{-}Taix{\'{e}} and
Stefan Roth},
title = {{MASON:} {A} Model AgnoStic ObjectNess Framework},
booktitle = {Computer Vision - {ECCV} 2018 Workshops - Munich, Germany, September
8-14, 2018, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {11133},
pages = {642--658},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-11021-5\_40},
doi = {10.1007/978-3-030-11021-5\_40},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/JosephPSGB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/ChattopadhyaySH18,
author = {Aditya Chattopadhyay and
Anirban Sarkar and
Prantik Howlader and
Vineeth N. Balasubramanian},
title = {Grad-CAM++: Generalized Gradient-Based Visual Explanations for Deep
Convolutional Networks},
booktitle = {2018 {IEEE} Winter Conference on Applications of Computer Vision,
{WACV} 2018, Lake Tahoe, NV, USA, March 12-15, 2018},
pages = {839--847},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/WACV.2018.00097},
doi = {10.1109/WACV.2018.00097},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/ChattopadhyaySH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-02781,
author = {Vaibhav B. Sinha and
Sukrut Rao and
Vineeth N. Balasubramanian},
title = {Fast Dawid-Skene: {A} Fast Vote Aggregation Scheme for Sentiment Classification},
journal = {CoRR},
volume = {abs/1803.02781},
year = {2018},
url = {http://arxiv.org/abs/1803.02781},
eprinttype = {arXiv},
eprint = {1803.02781},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-02781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-05137,
author = {Arghya Pal and
Vineeth N. Balasubramanian},
title = {Adversarial Data Programming: Using GANs to Relax the Bottleneck of
Curated Labeled Data},
journal = {CoRR},
volume = {abs/1803.05137},
year = {2018},
url = {http://arxiv.org/abs/1803.05137},
eprinttype = {arXiv},
eprint = {1803.05137},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-05137.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-08140,
author = {Adepu Ravi Sankar and
Vishwak Srinivasan and
Vineeth N. Balasubramanian},
title = {On the Analysis of Trajectories of Gradient Descent in the Optimization
of Deep Neural Networks},
journal = {CoRR},
volume = {abs/1807.08140},
year = {2018},
url = {http://arxiv.org/abs/1807.08140},
eprinttype = {arXiv},
eprint = {1807.08140},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-08140.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-07499,
author = {K. J. Joseph and
Vineeth N. Balasubramanian},
title = {{MASON:} {A} Model AgnoStic ObjectNess Framework},
journal = {CoRR},
volume = {abs/1809.07499},
year = {2018},
url = {http://arxiv.org/abs/1809.07499},
eprinttype = {arXiv},
eprint = {1809.07499},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-07499.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-10238,
author = {K. J. Joseph and
Arghya Pal and
Sailaja Rajanala and
Vineeth N. Balasubramanian},
title = {C4Synth: Cross-Caption Cycle-Consistent Text-to-Image Synthesis},
journal = {CoRR},
volume = {abs/1809.10238},
year = {2018},
url = {http://arxiv.org/abs/1809.10238},
eprinttype = {arXiv},
eprint = {1809.10238},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-10238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acpr/SwethaBJ17,
author = {Sirnam Swetha and
Vineeth N. Balasubramanian and
C. V. Jawahar},
title = {Sequence-to-Sequence Learning for Human Pose Correction in Videos},
booktitle = {4th {IAPR} Asian Conference on Pattern Recognition, {ACPR} 2017, Nanjing,
China, November 26-29, 2017},
pages = {298--303},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ACPR.2017.126},
doi = {10.1109/ACPR.2017.126},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acpr/SwethaBJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/MarwahMB17,
author = {Tanya Marwah and
Gaurav Mittal and
Vineeth N. Balasubramanian},
title = {Attentive Semantic Video Generation Using Captions},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
Italy, October 22-29, 2017},
pages = {1435--1443},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCV.2017.159},
doi = {10.1109/ICCV.2017.159},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/MarwahMB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/BhattSPBK17,
author = {Dhaivat Bhatt and
Danish Sodhi and
Arghya Pal and
Vineeth N. Balasubramanian and
K. Madhava Krishna},
title = {Have i reached the intersection: {A} deep learning-based approach
for intersection detection from monocular cameras},
booktitle = {2017 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2017, Vancouver, BC, Canada, September 24-28, 2017},
pages = {4495--4500},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IROS.2017.8206317},
doi = {10.1109/IROS.2017.8206317},
timestamp = {Wed, 06 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iros/BhattSPBK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/MittalMB17,
author = {Gaurav Mittal and
Tanya Marwah and
Vineeth N. Balasubramanian},
editor = {Qiong Liu and
Rainer Lienhart and
Haohong Wang and
Sheng{-}Wei "Kuan{-}Ta" Chen and
Susanne Boll and
Yi{-}Ping Phoebe Chen and
Gerald Friedland and
Jia Li and
Shuicheng Yan},
title = {Sync-DRAW: Automatic Video Generation using Deep Recurrent Attentive
Architectures},
booktitle = {Proceedings of the 2017 {ACM} on Multimedia Conference, {MM} 2017,
Mountain View, CA, USA, October 23-27, 2017},
pages = {1096--1104},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3123266.3123309},
doi = {10.1145/3123266.3123309},
timestamp = {Tue, 30 Jul 2024 20:52:04 +0200},
biburl = {https://dblp.org/rec/conf/mm/MittalMB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SankarB17,
author = {Adepu Ravi Sankar and
Vineeth N. Balasubramanian},
title = {Are Saddles Good Enough for Deep Learning?},
journal = {CoRR},
volume = {abs/1706.02052},
year = {2017},
url = {http://arxiv.org/abs/1706.02052},
eprinttype = {arXiv},
eprint = {1706.02052},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SankarB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VenkateswaraBLP17,
author = {Hemanth Venkateswara and
Vineeth N. Balasubramanian and
Prasanth Lade and
Sethuraman Panchanathan},
title = {Multiresolution Match Kernels for Gesture Video Classification},
journal = {CoRR},
volume = {abs/1706.07530},
year = {2017},
url = {http://arxiv.org/abs/1706.07530},
eprinttype = {arXiv},
eprint = {1706.07530},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VenkateswaraBLP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-05980,
author = {Tanya Marwah and
Gaurav Mittal and
Vineeth N. Balasubramanian},
title = {Attentive Semantic Video Generation using Captions},
journal = {CoRR},
volume = {abs/1708.05980},
year = {2017},
url = {http://arxiv.org/abs/1708.05980},
eprinttype = {arXiv},
eprint = {1708.05980},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-05980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-11063,
author = {Aditya Chattopadhyay and
Anirban Sarkar and
Prantik Howlader and
Vineeth N. Balasubramanian},
title = {Grad-CAM++: Generalized Gradient-based Visual Explanations for Deep
Convolutional Networks},
journal = {CoRR},
volume = {abs/1710.11063},
year = {2017},
url = {http://arxiv.org/abs/1710.11063},
eprinttype = {arXiv},
eprint = {1710.11063},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-11063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-04150,
author = {Supriya Pandhre and
Himangi Mittal and
Manish Gupta and
Vineeth N. Balasubramanian},
title = {STWalk: Learning Trajectory Representations in Temporal Graphs},
journal = {CoRR},
volume = {abs/1711.04150},
year = {2017},
url = {http://arxiv.org/abs/1711.04150},
eprinttype = {arXiv},
eprint = {1711.04150},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-04150.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-07424,
author = {Vishwak Srinivasan and
Adepu Ravi Sankar and
Vineeth N. Balasubramanian},
title = {{ADINE:} An Adaptive Momentum Method for Stochastic Gradient Descent},
journal = {CoRR},
volume = {abs/1712.07424},
year = {2017},
url = {http://arxiv.org/abs/1712.07424},
eprinttype = {arXiv},
eprint = {1712.07424},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-07424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/KamathBB16,
author = {Aditya Kamath and
Aradhya Biswas and
Vineeth Balasubramanian},
title = {A crowdsourced approach to student engagement recognition in e-learning
environments},
booktitle = {2016 {IEEE} Winter Conference on Applications of Computer Vision,
{WACV} 2016, Lake Placid, NY, USA, March 7-10, 2016},
pages = {1--9},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/WACV.2016.7477618},
doi = {10.1109/WACV.2016.7477618},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/KamathBB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/SinghBJ16,
author = {Digvijay Singh and
Vineeth Balasubramanian and
C. V. Jawahar},
title = {Fine-tuning human pose estimations in videos},
booktitle = {2016 {IEEE} Winter Conference on Applications of Computer Vision,
{WACV} 2016, Lake Placid, NY, USA, March 7-10, 2016},
pages = {1--9},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/WACV.2016.7477680},
doi = {10.1109/WACV.2016.7477680},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wacv/SinghBJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GuptaJAB16,
author = {Abhay Gupta and
Richik Jaiswal and
Sagar Adhikari and
Vineeth Balasubramanian},
title = {{DAISEE:} Dataset for Affective States in E-Learning Environments},
journal = {CoRR},
volume = {abs/1609.01885},
year = {2016},
url = {http://arxiv.org/abs/1609.01885},
eprinttype = {arXiv},
eprint = {1609.01885},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GuptaJAB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SauB16,
author = {Bharat Bhusan Sau and
Vineeth N. Balasubramanian},
title = {Deep Model Compression: Distilling Knowledge from Noisy Teachers},
journal = {CoRR},
volume = {abs/1610.09650},
year = {2016},
url = {http://arxiv.org/abs/1610.09650},
eprinttype = {arXiv},
eprint = {1610.09650},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SauB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MittalMB16,
author = {Gaurav Mittal and
Tanya Marwah and
Vineeth N. Balasubramanian},
title = {Sync-DRAW: Automatic {GIF} Generation using Deep Recurrent Attentive
Architectures},
journal = {CoRR},
volume = {abs/1611.10314},
year = {2016},
url = {http://arxiv.org/abs/1611.10314},
eprinttype = {arXiv},
eprint = {1611.10314},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MittalMB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PandhreGB16,
author = {Supriya Pandhre and
Manish Gupta and
Vineeth N. Balasubramanian},
title = {Community-based Outlier Detection for Edge-attributed Graphs},
journal = {CoRR},
volume = {abs/1612.09435},
year = {2016},
url = {http://arxiv.org/abs/1612.09435},
eprinttype = {arXiv},
eprint = {1612.09435},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PandhreGB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amai/Balasubramanian15,
author = {Vineeth Nallure Balasubramanian and
Shayok Chakraborty and
Sethuraman Panchanathan},
title = {Conformal predictions for information fusion - {A} comparative study
of p-value combination methods},
journal = {Ann. Math. Artif. Intell.},
volume = {74},
number = {1-2},
pages = {45--65},
year = {2015},
url = {https://doi.org/10.1007/s10472-013-9392-4},
doi = {10.1007/S10472-013-9392-4},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/amai/Balasubramanian15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ChakrabortyBSPY15,
author = {Shayok Chakraborty and
Vineeth Nallure Balasubramanian and
Qian Sun and
Sethuraman Panchanathan and
Jieping Ye},
title = {Active Batch Selection via Convex Relaxations with Guaranteed Solution
Bounds},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {37},
number = {10},
pages = {1945--1958},
year = {2015},
url = {https://doi.org/10.1109/TPAMI.2015.2389848},
doi = {10.1109/TPAMI.2015.2389848},
timestamp = {Thu, 18 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/ChakrabortyBSPY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChakrabortyBP15,
author = {Shayok Chakraborty and
Vineeth Nallure Balasubramanian and
Sethuraman Panchanathan},
title = {Adaptive Batch Mode Active Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {8},
pages = {1747--1760},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2014.2356470},
doi = {10.1109/TNNLS.2014.2356470},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ChakrabortyBP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SankarB15,
author = {Adepu Ravi Sankar and
Vineeth N. Balasubramanian},
title = {Similarity-based Contrastive Divergence Methods for Energy-based Deep
Learning Models},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {391--406},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Sankar15.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/acml/SankarB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/RajeswarSBS15,
author = {M. Sai Rajeswar and
Adepu Ravi Sankar and
Vineeth N. Balasubramanian and
C. D. Sudheer},
title = {Scaling Up the Training of Deep CNNs for Human Action Recognition},
booktitle = {2015 {IEEE} International Parallel and Distributed Processing Symposium
Workshop, {IPDPS} 2015, Hyderabad, India, May 25-29, 2015},
pages = {1172--1177},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/IPDPSW.2015.93},
doi = {10.1109/IPDPSW.2015.93},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/RajeswarSBS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChakrabortyBSPY15,
author = {Shayok Chakraborty and
Vineeth Nallure Balasubramanian and
Adepu Ravi Sankar and
Sethuraman Panchanathan and
Jieping Ye},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {BatchRank: {A} Novel Batch Mode Active Learning Framework for Hierarchical
Classification},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {99--108},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783298},
doi = {10.1145/2783258.2783298},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChakrabortyBSPY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slds/JaiswalB15,
author = {Ritvik Jaiswal and
Vineeth N. Balasubramanian},
editor = {Alexander Gammerman and
Vladimir Vovk and
Harris Papadopoulos},
title = {Model Selection Using Efficiency of Conformal Predictors},
booktitle = {Statistical Learning and Data Sciences - Third International Symposium,
{SLDS} 2015, Egham, UK, April 20-23, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9047},
pages = {291--300},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-17091-6\_24},
doi = {10.1007/978-3-319-17091-6\_24},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/slds/JaiswalB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ChakrabortyBP13,
author = {Shayok Chakraborty and
Vineeth Nallure Balasubramanian and
Sethuraman Panchanathan},
title = {Generalized batch mode active learning for face-based biometric recognition},
journal = {Pattern Recognit.},
volume = {46},
number = {2},
pages = {497--508},
year = {2013},
url = {https://doi.org/10.1016/j.patcog.2012.07.025},
doi = {10.1016/J.PATCOG.2012.07.025},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ChakrabortyBP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChakrabortyZBPDY13,
author = {Shayok Chakraborty and
Jiayu Zhou and
Vineeth Nallure Balasubramanian and
Sethuraman Panchanathan and
Ian Davidson and
Jieping Ye},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Active Matrix Completion},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {81--90},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.69},
doi = {10.1109/ICDM.2013.69},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChakrabortyZBPDY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/LadeBP13,
author = {Prasanth Lade and
Vineeth Nallure Balasubramanian and
Sethuraman Panchanathan},
title = {Latent Facial Topics for affect analysis},
booktitle = {2013 {IEEE} International Conference on Multimedia and Expo Workshops,
San Jose, CA, USA, July 15-19, 2013},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICMEW.2013.6618337},
doi = {10.1109/ICMEW.2013.6618337},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/LadeBP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/LadeBVP13,
author = {Prasanth Lade and
Vineeth Nallure Balasubramanian and
Hemanth Venkateswara and
Sethuraman Panchanathan},
title = {Detection of changes in human affect dimensions using an Adaptive
Temporal Topic model},
booktitle = {Proceedings of the 2013 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2013, San Jose, CA, USA, July 15-19, 2013},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICME.2013.6607627},
doi = {10.1109/ICME.2013.6607627},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/LadeBVP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/VenkateswaraBLP13,
author = {Hemanth Venkateswara and
Vineeth Nallure Balasubramanian and
Prasanth Lade and
Sethuraman Panchanathan},
title = {Multiresolution Match Kernels for gesture video classification},
booktitle = {2013 {IEEE} International Conference on Multimedia and Expo Workshops,
San Jose, CA, USA, July 15-19, 2013},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICMEW.2013.6618279},
doi = {10.1109/ICMEW.2013.6618279},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/VenkateswaraBLP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip12/BalasubramanianBYCP13,
author = {Vineeth Nallure Balasubramanian and
Aaron Baker and
Matthew Yanez and
Shayok Chakraborty and
Sethuraman Panchanathan},
editor = {Harris Papadopoulos and
Andreas S. Andreou and
Lazaros S. Iliadis and
Ilias Maglogiannis},
title = {PyCP: An Open-Source Conformal Predictions Toolkit},
booktitle = {Artificial Intelligence Applications and Innovations - 9th {IFIP}
{WG} 12.5 International Conference, {AIAI} 2013, Paphos, Cyprus, September
30 - October 2, 2013, Proceedings},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {412},
pages = {361--370},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41142-7\_37},
doi = {10.1007/978-3-642-41142-7\_37},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ifip12/BalasubramanianBYCP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ism/ChakrabortyBP12,
author = {Shayok Chakraborty and
Vineeth Nallure Balasubramanian and
Sethuraman Panchanathan},
title = {Batch Mode Active Learning for Multimedia Pattern Recognition},
booktitle = {2012 {IEEE} International Symposium on Multimedia, {ISM} 2012, Irvine,
CA, USA, December 10-12, 2012},
pages = {489--490},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ISM.2012.101},
doi = {10.1109/ISM.2012.101},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ism/ChakrabortyBP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isspa/AlzubaidiBPPB12,
author = {Mohammad A. Alzubaidi and
Vineeth Nallure Balasubramanian and
Ameet Patel and
Sethuraman Panchanathan and
John A. Black Jr.},
title = {Efficient atypicality detection in chest radiographs},
booktitle = {11th International Conference on Information Science, Signal Processing
and their Applications, {ISSPA} 2012, Montreal, QC, Canada, July 2-5,
2012},
pages = {193--198},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISSPA.2012.6310544},
doi = {10.1109/ISSPA.2012.6310544},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isspa/AlzubaidiBPPB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/AlzubaidiBPPB12,
author = {Mohammad A. Alzubaidi and
Vineeth N. Balasubramanian and
Ameet Patel and
Sethuraman Panchanathan and
John A. Black Jr.},
editor = {Bram van Ginneken and
Carol L. Novak},
title = {A novel semi-transductive learning framework for efficient atypicality
detection in chest radiographs},
booktitle = {Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, California,
United States, 4-9 February 2012},
series = {{SPIE} Proceedings},
volume = {8315},
pages = {83153A},
publisher = {{SPIE}},
year = {2012},
url = {https://doi.org/10.1117/12.911145},
doi = {10.1117/12.911145},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/AlzubaidiBPPB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/AlzubaidiBPPB12,
author = {Mohammad A. Alzubaidi and
Vineeth N. Balasubramanian and
Ameet Patel and
Sethuraman Panchanathan and
John A. Black Jr.},
editor = {David R. Haynor and
S{\'{e}}bastien Ourselin},
title = {A novel online Variance Based Instance Selection {(VBIS)} method for
efficient atypicality detection in chest radiographs},
booktitle = {Medical Imaging 2012: Image Processing, San Diego, California, USA,
February 4, 2012},
series = {{SPIE} Proceedings},
volume = {8314},
pages = {83144Z},
publisher = {{SPIE}},
year = {2012},
url = {https://doi.org/10.1117/12.911154},
doi = {10.1117/12.911154},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/AlzubaidiBPPB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChakrabortyBP11,
author = {Shayok Chakraborty and
Vineeth Nallure Balasubramanian and
Sethuraman Panchanathan},
editor = {Wolfram Burgard and
Dan Roth},
title = {Dynamic Batch Mode Active Learning via {L1} Regularization},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
pages = {1764--1765},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/aaai.v25i1.8042},
doi = {10.1609/AAAI.V25I1.8042},
timestamp = {Mon, 04 Sep 2023 16:05:54 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChakrabortyBP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChakrabortyBP11,
author = {Shayok Chakraborty and
Vineeth Nallure Balasubramanian and
Sethuraman Panchanathan},
title = {Dynamic batch mode active learning},
booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011},
pages = {2649--2656},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CVPR.2011.5995715},
doi = {10.1109/CVPR.2011.5995715},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ChakrabortyBP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ChakrabortyVBP11,
author = {Shayok Chakraborty and
Hemanth Venkateswara and
Vineeth Nallure Balasubramanian and
Sethuraman Panchanathan},
editor = {Xue{-}wen Chen and
Tharam S. Dillon and
Hisao Ishibuchi and
Jian Pei and
Haixun Wang and
M. Arif Wani},
title = {Active Batch Selection for Fuzzy Classification in Facial Expression
Recognition},
booktitle = {10th International Conference on Machine Learning and Applications
and Workshops, {ICMLA} 2011, Honolulu, Hawaii, USA, December 18-21,
2011. Volume 1: Main Conference},
pages = {241--246},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICMLA.2011.22},
doi = {10.1109/ICMLA.2011.22},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/ChakrabortyVBP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ChattopadhyayCBP11,
author = {Rita Chattopadhyay and
Shayok Chakraborty and
Vineeth Nallure Balasubramanian and
Sethuraman Panchanathan},
editor = {Xue{-}wen Chen and
Tharam S. Dillon and
Hisao Ishibuchi and
Jian Pei and
Haixun Wang and
M. Arif Wani},
title = {Optimization-Based Domain Adaptation towards Person-Adaptive Classification
Models},
booktitle = {10th International Conference on Machine Learning and Applications
and Workshops, {ICMLA} 2011, Honolulu, Hawaii, USA, December 18-21,
2011. Volume 1: Main Conference},
pages = {476--483},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICMLA.2011.111},
doi = {10.1109/ICMLA.2011.111},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/ChattopadhyayCBP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/ChakrabortyBP11,
author = {Shayok Chakraborty and
Vineeth Nallure Balasubramanian and
Sethuraman Panchanathan},
editor = {K. Sel{\c{c}}uk Candan and
Sethuraman Panchanathan and
Balakrishnan Prabhakaran and
Hari Sundaram and
Wu{-}chi Feng and
Nicu Sebe},
title = {Optimal batch selection for active learning in multi-label classification},
booktitle = {Proceedings of the 19th International Conference on Multimedia 2011,
Scottsdale, AZ, USA, November 28 - December 1, 2011},
pages = {1413--1416},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2072298.2072028},
doi = {10.1145/2072298.2072028},
timestamp = {Mon, 22 Apr 2024 21:24:20 +0200},
biburl = {https://dblp.org/rec/conf/mm/ChakrabortyBP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Balasubramanian10,
author = {Vineeth Nallure Balasubramanian},
title = {Conformal Predictions in Multimedia Pattern Recognition},
school = {Arizona State University, Tempe, {USA}},
year = {2010},
url = {https://hdl.handle.net/2286/R.I.8604},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Balasubramanian10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ChakrabortyBP10,
author = {Shayok Chakraborty and
Vineeth N. Balasubramanian and
Sethuraman Panchanathan},
title = {Learning from summaries of videos: Applying batch mode active learning
to face-based biometrics},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2010, San Francisco, CA, USA, 13-18 June, 2010},
pages = {130--137},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CVPRW.2010.5544617},
doi = {10.1109/CVPRW.2010.5544617},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/ChakrabortyBP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ChakrabortyBP10,
author = {Shayok Chakraborty and
Vineeth Nallure Balasubramanian and
Sethuraman Panchanathan},
editor = {Sorin Draghici and
Taghi M. Khoshgoftaar and
Vasile Palade and
Witold Pedrycz and
M. Arif Wani and
Xingquan Zhu},
title = {Dynamic Batch Size Selection for Batch Mode Active Learning in Biometrics},
booktitle = {The Ninth International Conference on Machine Learning and Applications,
{ICMLA} 2010, Washington, DC, USA, 12-14 December 2010},
pages = {15--22},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICMLA.2010.10},
doi = {10.1109/ICMLA.2010.10},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/ChakrabortyBP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BalasubramanianCPY10,
author = {Vineeth Nallure Balasubramanian and
Shayok Chakraborty and
Sethuraman Panchanathan and
Jieping Ye},
editor = {Sorin Draghici and
Taghi M. Khoshgoftaar and
Vasile Palade and
Witold Pedrycz and
M. Arif Wani and
Xingquan Zhu},
title = {Kernel Learning for Efficiency Maximization in the Conformal Predictions
Framework},
booktitle = {The Ninth International Conference on Machine Learning and Applications,
{ICMLA} 2010, Washington, DC, USA, 12-14 December 2010},
pages = {235--242},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICMLA.2010.42},
doi = {10.1109/ICMLA.2010.42},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/BalasubramanianCPY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MarcelMMACCBPCKPFGPJLLMBLHWHMMMSMANBWNTNGAVP10,
author = {S{\'{e}}bastien Marcel and
Chris McCool and
Pavel Matejka and
Timo Ahonen and
Jan Cernock{\'{y}} and
Shayok Chakraborty and
Vineeth Nallure Balasubramanian and
Sethuraman Panchanathan and
Chi{-}Ho Chan and
Josef Kittler and
Norman Poh and
Benoit G. B. Fauve and
Ondrej Glembek and
Oldrich Plchot and
Zdenek Jancik and
Anthony Larcher and
Christophe L{\'{e}}vy and
Driss Matrouf and
Jean{-}Fran{\c{c}}ois Bonastre and
Ping{-}Han Lee and
Jui{-}Yu Hung and
Si{-}Wei Wu and
Yi{-}Ping Hung and
Luk{\'{a}}s Machlica and
John S. D. Mason and
Sandra Mau and
Conrad Sanderson and
David Monzo and
Antonio Albiol and
Hieu V. Nguyen and
Li Bai and
Yan Wang and
Matti Niskanen and
Markus Turtinen and
Juan Arturo Nolazco{-}Flores and
L. Paola Garc{\'{\i}}a{-}Perera and
Roberto Aceves{-}Lopez and
Mauricio Villegas and
Roberto Paredes},
editor = {Devrim {\"{U}}nay and
Zehra {\c{C}}ataltepe and
Selim Aksoy},
title = {On the Results of the First Mobile Biometry {(MOBIO)} Face and Speaker
Verification Evaluation},
booktitle = {Recognizing Patterns in Signals, Speech, Images and Videos - {ICPR}
2010 Contests, Istanbul, Turkey, August 23-26, 2010, Contest Reports},
series = {Lecture Notes in Computer Science},
volume = {6388},
pages = {210--225},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-17711-8\_22},
doi = {10.1007/978-3-642-17711-8\_22},
timestamp = {Wed, 28 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/MarcelMMACCBPCKPFGPJLLMBLHWHMMMSMANBWNTNGAVP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/AlzubaidiBPPB10,
author = {Mohammad A. Alzubaidi and
Vineeth N. Balasubramanian and
Ameet Patel and
Sethuraman Panchanathan and
John A. Black Jr.},
editor = {Nico Karssemeijer and
Ronald M. Summers},
title = {What catches a radiologist's eye? {A} comprehensive comparison of
feature types for saliency prediction},
booktitle = {Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, California,
United States, 13-18 February 2010},
series = {{SPIE} Proceedings},
volume = {7624},
pages = {76240W},
publisher = {{SPIE}},
year = {2010},
url = {https://doi.org/10.1117/12.844508},
doi = {10.1117/12.844508},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/AlzubaidiBPPB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/KrishnaBP10,
author = {Sreekar Krishna and
Vineeth Nallure Balasubramanian and
Sethuraman Panchanathan},
editor = {Alberto Del Bimbo and
Shih{-}Fu Chang and
Arnold W. M. Smeulders},
title = {Enriching social situational awareness in remote interactions: insights
and inspirations from disability focused research},
booktitle = {Proceedings of the 18th International Conference on Multimedia 2010,
Firenze, Italy, October 25-29, 2010},
pages = {1275--1284},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1873951.1874202},
doi = {10.1145/1873951.1874202},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/KrishnaBP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/GouripeddiBPHBS09,
author = {Ramkiran Gouripeddi and
Vineeth Nallure Balasubramanian and
Sethuraman Panchanathan and
Jenni Harris and
Ambika Bhaskaran and
Robert M. Siegel},
title = {Predicting risk of complications following a drug eluting stent procedure:
{A} {SVM} approach for imbalanced data},
booktitle = {Proceedings of the Twenty-Second {IEEE} International Symposium on
Computer-Based Medical Systems, August 3-4, 2009, Albuquerque, New
Mexico, {USA}},
pages = {1--7},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CBMS.2009.5255454},
doi = {10.1109/CBMS.2009.5255454},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/GouripeddiBPHBS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/Balasubramanian09,
author = {Vineeth Balasubramanian and
Shayok Chakraborty and
Sethuraman Panchanathan},
title = {Generalized Query by Transduction for online active learning},
booktitle = {12th {IEEE} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2009, Kyoto, Japan, September 27 - October 4, 2009},
pages = {1378--1385},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICCVW.2009.5457449},
doi = {10.1109/ICCVW.2009.5457449},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/Balasubramanian09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/BalasubramanianKP08,
author = {Vineeth Nallure Balasubramanian and
Sreekar Krishna and
Sethuraman Panchanathan},
title = {Person-Independent Head Pose Estimation Using Biased Manifold Embedding},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2008},
year = {2008},
url = {https://doi.org/10.1155/2008/283540},
doi = {10.1155/2008/283540},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/BalasubramanianKP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bodynets/KrishnaBKJHP08,
author = {Sreekar Krishna and
Vineeth Nallure Balasubramanian and
Narayanan Chatapuram Krishnan and
Colin Juillard and
Terri Hedgpeth and
Sethuraman Panchanathan},
editor = {Sethuraman Panchanathan and
Sandeep Gupta},
title = {A wearable wireless {RFID} system for accessible shopping environments},
booktitle = {3rd International {ICST} Conference on Body Area Networks, {BODYNETS}
2008, Tempe, Arizona, USA, March 13-15, 2008},
pages = {29},
publisher = {{ICST}},
year = {2008},
url = {https://doi.org/10.4108/ICST.BODYNETS2008.2921},
doi = {10.4108/ICST.BODYNETS2008.2921},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bodynets/KrishnaBKJHP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Balasubramanian08,
author = {Vineeth N. Balasubramanian and
Sethuraman Panchanathan and
Shayok Chakraborty},
title = {Multiple cue integration in transductive confidence machines for head
pose classification},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2008, Anchorage, AK, USA, 23-28 June, 2008},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/CVPRW.2008.4563070},
doi = {10.1109/CVPRW.2008.4563070},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/Balasubramanian08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/PanchanathanKKMB08,
author = {Sethuraman Panchanathan and
Narayanan Chatapuram Krishnan and
Sreekar Krishna and
Troy McDaniel and
Vineeth Nallure Balasubramanian},
editor = {Alejandro Jaimes and
Daniela Nicklas and
Nicu Sebe},
title = {Enriched human-centered multimedia computing through inspirations
from disabilities and deficit-centered computing solutions},
booktitle = {Proceedings of the 3rd {ACM} Workshop on Human-Centered Computing,
{HCC} 2008, Vancouver, British Columbia, Canada, October 31, 2008},
pages = {35--42},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1462027.1462033},
doi = {10.1145/1462027.1462033},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/PanchanathanKKMB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BalasubramanianYP07,
author = {Vineeth Nallure Balasubramanian and
Jieping Ye and
Sethuraman Panchanathan},
title = {Biased Manifold Embedding: {A} Framework for Person-Independent Head
Pose Estimation},
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.2007.383280},
doi = {10.1109/CVPR.2007.383280},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BalasubramanianYP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/BalasubramanianP07,
author = {Vineeth Nallure Balasubramanian and
Sethuraman Panchanathan},
editor = {Alpesh Ranchordas and
Helder Ara{\'{u}}jo and
Jordi Vitri{\`{a}}},
title = {Biased manifold embedding for person-independent head pose estimation},
booktitle = {{VISAPP} 2007: Proceedings of the Second International Conference
on Computer Vision Theory and Applications, Barcelona, Spain, March
8-11, 2007 - Volume 2},
pages = {76--84},
publisher = {{INSTICC} - Institute for Systems and Technologies of Information,
Control and Communication},
year = {2007},
timestamp = {Thu, 04 Oct 2007 13:33:52 +0200},
biburl = {https://dblp.org/rec/conf/visapp/BalasubramanianP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/Balasubramanian07,
author = {Vineeth Balasubramanian and
Sethuraman Panchanathan},
editor = {Jos{\'{e}} Braz and
Alpesh Ranchordas and
Helder J. Ara{\'{u}}jo and
Jo{\~{a}}o Madeiras Pereira},
title = {Biased Manifold Embedding: Supervised Isomap for Person-Independent
Head Pose Estimation},
booktitle = {Computer Vision and Computer Graphics. Theory and Applications - International
Conference {VISIGRAPP} 2007, Barcelona, Spain, March 8-11, 2007. Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {21},
pages = {177--188},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-89682-1\_13},
doi = {10.1007/978-3-540-89682-1\_13},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/visapp/Balasubramanian07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/KaholKBPSF06,
author = {Kanav Kahol and
Narayanan Chatapuram Krishnan and
Vineeth Nallure Balasubramanian and
Sethuraman Panchanathan and
Marshall L. Smith and
John Ferrara},
editor = {Klara Nahrstedt and
Matthew A. Turk and
Yong Rui and
Wolfgang Klas and
Ketan Mayer{-}Patel},
title = {Measuring movement expertise in surgical tasks},
booktitle = {Proceedings of the 14th {ACM} International Conference on Multimedia,
Santa Barbara, CA, USA, October 23-27, 2006},
pages = {719--722},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1180639.1180792},
doi = {10.1145/1180639.1180792},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/KaholKBPSF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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