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ORCIDBibTeX records: Carl Henrik Ek
@article{DBLP:journals/aei/SchlenzMED24,
author = {Sonja Schlenz and
Simon M{\"{o}}{\ss}ner and
Carl Henrik Ek and
Fabian Duddeck},
title = {Representing engineering design changes in finite element models using
directed point cloud autoencoders},
journal = {Adv. Eng. Informatics},
volume = {59},
pages = {102259},
year = {2024},
url = {https://doi.org/10.1016/j.aei.2023.102259},
doi = {10.1016/J.AEI.2023.102259},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aei/SchlenzMED24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ZhangERM23,
author = {Haoting Zhang and
Carl Henrik Ek and
Magnus Rattray and
Marta Milo},
title = {SynBa: improved estimation of drug combination synergies with uncertainty
quantification},
journal = {Bioinform.},
volume = {39},
number = {Supplement-1},
pages = {121--130},
year = {2023},
url = {https://doi.org/10.1093/bioinformatics/btad240},
doi = {10.1093/BIOINFORMATICS/BTAD240},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/ZhangERM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ScannellER23,
author = {Aidan Scannell and
Carl Henrik Ek and
Arthur Richards},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Mode-constrained Model-based Reinforcement Learning via Gaussian Processes},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3299--3314},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/scannell23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ScannellER23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/SchlenzMED23,
author = {Sonja Schlenz and
Simon M{\"{o}}{\ss}ner and
Carl Henrik Ek and
Fabian Duddeck},
editor = {Ana L. N. Fred and
Frans Coenen and
Jorge Bernardino},
title = {A Flexible Approach for Retrieving Geometrically Similar Finite Element
Models Using Point Cloud Autoencoders},
booktitle = {Proceedings of the 15th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2023, Volume 1: KDIR, Rome, Italy, November 13-15, 2023},
pages = {188--195},
publisher = {{SCITEPRESS}},
year = {2023},
url = {https://doi.org/10.5220/0012158700003598},
doi = {10.5220/0012158700003598},
timestamp = {Fri, 08 Dec 2023 12:37:31 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/SchlenzMED23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MikheevaKHKEC22,
author = {Olga Mikheeva and
Ieva Kazlauskaite and
Adam Hartshorne and
Hedvig Kjellstr{\"{o}}m and
Carl Henrik Ek and
Neill D. F. Campbell},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Aligned Multi-Task Gaussian Process},
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 = {2970--2988},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/mikheeva22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MikheevaKHKEC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-16367,
author = {Mala Virdee and
Markus Kaiser and
Emily Shuckburgh and
Carl Henrik Ek and
Ieva Kazlauskaite},
title = {Optimisation of a global climate model ensemble for prediction of
extreme heat days},
journal = {CoRR},
volume = {abs/2211.16367},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.16367},
doi = {10.48550/ARXIV.2211.16367},
eprinttype = {arXiv},
eprint = {2211.16367},
timestamp = {Fri, 02 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-16367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10010,
author = {Alison Pouplin and
David Eklund and
Carl Henrik Ek and
S{\o}ren Hauberg},
title = {Identifying latent distances with Finslerian geometry},
journal = {CoRR},
volume = {abs/2212.10010},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10010},
doi = {10.48550/ARXIV.2212.10010},
eprinttype = {arXiv},
eprint = {2212.10010},
timestamp = {Tue, 03 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DamianouLE21,
author = {Andreas C. Damianou and
Neil D. Lawrence and
Carl Henrik Ek},
title = {Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor
Analysis},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {86:1--86:51},
year = {2021},
url = {http://jmlr.org/papers/v22/16-179.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/DamianouLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BodinDCE21,
author = {Erik Bodin and
Zhenwen Dai and
Neill W. Campbell and
Carl Henrik Ek},
editor = {Marina Meila and
Tong Zhang},
title = {Black-box density function estimation using recursive partitioning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1015--1025},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/bodin21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BodinDCE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/ScannellER21,
author = {Aidan Scannell and
Carl Henrik Ek and
Arthur Richards},
title = {Trajectory Optimisation in Learned Multimodal Dynamical Systems via
Latent-ODE Collocation},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2021, Xi'an, China, May 30 - June 5, 2021},
pages = {12745--12751},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICRA48506.2021.9561362},
doi = {10.1109/ICRA48506.2021.9561362},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/ScannellER21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DutordoirHWEGD21,
author = {Vincent Dutordoir and
James Hensman and
Mark van der Wilk and
Carl Henrik Ek and
Zoubin Ghahramani and
Nicolas Durrande},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Deep Neural Networks as Point Estimates for Deep Gaussian Processes},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {9443--9455},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/4e6cd95227cb0c280e99a195be5f6615-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DutordoirHWEGD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-04504,
author = {Vincent Dutordoir and
James Hensman and
Mark van der Wilk and
Carl Henrik Ek and
Zoubin Ghahramani and
Nicolas Durrande},
title = {Deep Neural Networks as Point Estimates for Deep Gaussian Processes},
journal = {CoRR},
volume = {abs/2105.04504},
year = {2021},
url = {https://arxiv.org/abs/2105.04504},
eprinttype = {arXiv},
eprint = {2105.04504},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-04504.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-15761,
author = {Olga Mikheeva and
Ieva Kazlauskaite and
Adam Hartshorne and
Hedvig Kjellstr{\"{o}}m and
Carl Henrik Ek and
Neill D. F. Campbell},
title = {Aligned Multi-Task Gaussian Process},
journal = {CoRR},
volume = {abs/2110.15761},
year = {2021},
url = {https://arxiv.org/abs/2110.15761},
eprinttype = {arXiv},
eprint = {2110.15761},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-15761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/KaiserORE20,
author = {Markus Kaiser and
Clemens Otte and
Thomas A. Runkler and
Carl Henrik Ek},
title = {Bayesian decomposition of multi-modal dynamical systems for reinforcement
learning},
journal = {Neurocomputing},
volume = {416},
pages = {352--359},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2019.12.132},
doi = {10.1016/J.NEUCOM.2019.12.132},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/KaiserORE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/GandlerEBSB20,
author = {Gabriela Zarzar Gandler and
Carl Henrik Ek and
M{\aa}rten Bj{\"{o}}rkman and
Rustam Stolkin and
Yasemin Bekiroglu},
title = {Object shape estimation and modeling, based on sparse Gaussian process
implicit surfaces, combining visual data and tactile exploration},
journal = {Robotics Auton. Syst.},
volume = {126},
pages = {103433},
year = {2020},
url = {https://doi.org/10.1016/j.robot.2020.103433},
doi = {10.1016/J.ROBOT.2020.103433},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ras/GandlerEBSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/UstyuzhaninovKE20,
author = {Ivan Ustyuzhaninov and
Ieva Kazlauskaite and
Carl Henrik Ek and
Neill D. F. Campbell},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Monotonic Gaussian Process Flows},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {3057--3067},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/ustyuzhaninov20a.html},
timestamp = {Tue, 22 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/UstyuzhaninovKE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BodinKKDCE20,
author = {Erik Bodin and
Markus Kaiser and
Ieva Kazlauskaite and
Zhenwen Dai and
Neill W. Campbell and
Carl Henrik Ek},
title = {Modulating Surrogates for Bayesian Optimization},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {970--979},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bodin20a.html},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BodinKKDCE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/UstyuzhaninovKK20,
author = {Ivan Ustyuzhaninov and
Ieva Kazlauskaite and
Markus Kaiser and
Erik Bodin and
Neill D. F. Campbell and
Carl Henrik Ek},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {Compositional uncertainty in deep Gaussian processes},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
series = {Proceedings of Machine Learning Research},
volume = {124},
pages = {480--489},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/ustyuzhaninov20a.html},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/UstyuzhaninovKK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-09886,
author = {Olga Mikheeva and
Ieva Kazlauskaite and
Hedvig Kjellstr{\"{o}}m and
Carl Henrik Ek},
title = {Bayesian nonparametric shared multi-sequence time series segmentation},
journal = {CoRR},
volume = {abs/2001.09886},
year = {2020},
url = {https://arxiv.org/abs/2001.09886},
eprinttype = {arXiv},
eprint = {2001.09886},
timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-09886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-13632,
author = {Erik Bodin and
Zhenwen Dai and
Neill D. F. Campbell and
Carl Henrik Ek},
title = {Black-box density function estimation using recursive partitioning},
journal = {CoRR},
volume = {abs/2010.13632},
year = {2020},
url = {https://arxiv.org/abs/2010.13632},
eprinttype = {arXiv},
eprint = {2010.13632},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-13632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KazlauskaiteEC19,
author = {Ieva Kazlauskaite and
Carl Henrik Ek and
Neill D. F. Campbell},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Gaussian Process Latent Variable Alignment Learning},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {748--757},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/kazlauskaite19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KazlauskaiteEC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KaiserORE19,
author = {Markus Kaiser and
Clemens Otte and
Thomas A. Runkler and
Carl Henrik Ek},
title = {interpretable dynamics models for data-efficient reinforcement learning},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-98.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KaiserORE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LawrenceEC19,
author = {Andrew R. Lawrence and
Carl Henrik Ek and
Neill D. F. Campbell},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {{DP-GP-LVM:} {A} Bayesian Non-Parametric Model for Learning Multivariate
Dependency Structures},
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 = {3682--3691},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/lawrence19a.html},
timestamp = {Fri, 20 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LawrenceEC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KaiserORE19,
author = {Markus Kaiser and
Clemens Otte and
Thomas A. Runkler and
Carl Henrik Ek},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Data Association with Gaussian Processes},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11907},
pages = {548--564},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46147-8\_33},
doi = {10.1007/978-3-030-46147-8\_33},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KaiserORE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-10673,
author = {Martin Hjelm and
Carl Henrik Ek and
Renaud Detry and
Danica Kragic},
title = {Invariant Feature Mappings for Generalizing Affordance Understanding
Using Regularized Metric Learning},
journal = {CoRR},
volume = {abs/1901.10673},
year = {2019},
url = {http://arxiv.org/abs/1901.10673},
eprinttype = {arXiv},
eprint = {1901.10673},
timestamp = {Sun, 03 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-10673.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12930,
author = {Ivan Ustyuzhaninov and
Ieva Kazlauskaite and
Carl Henrik Ek and
Neill D. F. Campbell},
title = {Monotonic Gaussian Process Flow},
journal = {CoRR},
volume = {abs/1905.12930},
year = {2019},
url = {http://arxiv.org/abs/1905.12930},
eprinttype = {arXiv},
eprint = {1905.12930},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12930.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-11152,
author = {Erik Bodin and
Markus Kaiser and
Ieva Kazlauskaite and
Neill D. F. Campbell and
Carl Henrik Ek},
title = {Modulated Bayesian Optimization using Latent Gaussian Process Models},
journal = {CoRR},
volume = {abs/1906.11152},
year = {2019},
url = {http://arxiv.org/abs/1906.11152},
eprinttype = {arXiv},
eprint = {1906.11152},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-11152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-04902,
author = {Markus Kaiser and
Clemens Otte and
Thomas A. Runkler and
Carl Henrik Ek},
title = {Interpretable Dynamics Models for Data-Efficient Reinforcement Learning},
journal = {CoRR},
volume = {abs/1907.04902},
year = {2019},
url = {http://arxiv.org/abs/1907.04902},
eprinttype = {arXiv},
eprint = {1907.04902},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-04902.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-07698,
author = {Ivan Ustyuzhaninov and
Ieva Kazlauskaite and
Markus Kaiser and
Erik Bodin and
Neill D. F. Campbell and
Carl Henrik Ek},
title = {Compositional uncertainty in deep Gaussian processes},
journal = {CoRR},
volume = {abs/1909.07698},
year = {2019},
url = {http://arxiv.org/abs/1909.07698},
eprinttype = {arXiv},
eprint = {1909.07698},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-07698.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/MartinoBEC18,
author = {Alessandro Di Martino and
Erik Bodin and
Carl Henrik Ek and
Neill D. F. Campbell},
editor = {C. V. Jawahar and
Hongdong Li and
Greg Mori and
Konrad Schindler},
title = {Gaussian Process Deep Belief Networks: {A} Smooth Generative Model
of Shape with Uncertainty Propagation},
booktitle = {Computer Vision - {ACCV} 2018 - 14th Asian Conference on Computer
Vision, Perth, Australia, December 2-6, 2018, Revised Selected Papers,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {11364},
pages = {3--20},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-20870-7\_1},
doi = {10.1007/978-3-030-20870-7\_1},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/accv/MartinoBEC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fgr/MikheevaEK18,
author = {Olga Mikheeva and
Carl Henrik Ek and
Hedvig Kjellstr{\"{o}}m},
title = {Perceptual Facial Expression Representation},
booktitle = {13th {IEEE} International Conference on Automatic Face {\&} Gesture
Recognition, {FG} 2018, Xi'an, China, May 15-19, 2018},
pages = {179--186},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/FG.2018.00035},
doi = {10.1109/FG.2018.00035},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fgr/MikheevaEK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KaiserORE18,
author = {Markus Kaiser and
Clemens Otte and
Thomas A. Runkler and
Carl Henrik Ek},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Bayesian Alignments of Warped Multi-Output Gaussian Processes},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {6995--7004},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/2974788b53f73e7950e8aa49f3a306db-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KaiserORE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04642,
author = {Sergio Caccamo and
Yasemin Bekiroglu and
Carl Henrik Ek and
Danica Kragic},
title = {Active Exploration Using Gaussian Random Fields and Gaussian Process
Implicit Surfaces},
journal = {CoRR},
volume = {abs/1802.04642},
year = {2018},
url = {http://arxiv.org/abs/1802.04642},
eprinttype = {arXiv},
eprint = {1802.04642},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-02603,
author = {Ieva Kazlauskaite and
Carl Henrik Ek and
Neill D. F. Campbell},
title = {Gaussian Process Latent Variable Alignment Learning},
journal = {CoRR},
volume = {abs/1803.02603},
year = {2018},
url = {http://arxiv.org/abs/1803.02603},
eprinttype = {arXiv},
eprint = {1803.02603},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-02603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07454,
author = {Song Liu and
Wittawat Jitkrittum and
Carl Henrik Ek},
title = {Model Inference with Stein Density Ratio Estimation},
journal = {CoRR},
volume = {abs/1805.07454},
year = {2018},
url = {http://arxiv.org/abs/1805.07454},
eprinttype = {arXiv},
eprint = {1805.07454},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07454.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-04833,
author = {Andrew R. Lawrence and
Carl Henrik Ek and
Neill D. F. Campbell},
title = {{DP-GP-LVM:} {A} Bayesian Non-Parametric Model for Learning Multivariate
Dependency Structures},
journal = {CoRR},
volume = {abs/1807.04833},
year = {2018},
url = {http://arxiv.org/abs/1807.04833},
eprinttype = {arXiv},
eprint = {1807.04833},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-04833.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-07158,
author = {Markus Kaiser and
Clemens Otte and
Thomas A. Runkler and
Carl Henrik Ek},
title = {Multimodal Deep Gaussian Processes},
journal = {CoRR},
volume = {abs/1810.07158},
year = {2018},
url = {http://arxiv.org/abs/1810.07158},
eprinttype = {arXiv},
eprint = {1810.07158},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-07158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-10689,
author = {Ieva Kazlauskaite and
Ivan Ustyuzhaninov and
Carl Henrik Ek and
Neill D. F. Campbell},
title = {Sequence Alignment with Dirichlet Process Mixtures},
journal = {CoRR},
volume = {abs/1811.10689},
year = {2018},
url = {http://arxiv.org/abs/1811.10689},
eprinttype = {arXiv},
eprint = {1811.10689},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-10689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-05477,
author = {Alessandro Di Martino and
Erik Bodin and
Carl Henrik Ek and
Neill D. F. Campbell},
title = {Gaussian Process Deep Belief Networks: {A} Smooth Generative Model
of Shape with Uncertainty Propagation},
journal = {CoRR},
volume = {abs/1812.05477},
year = {2018},
url = {http://arxiv.org/abs/1812.05477},
eprinttype = {arXiv},
eprint = {1812.05477},
timestamp = {Thu, 03 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-05477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DamianouLE17,
author = {Andreas C. Damianou and
Neil D. Lawrence and
Carl Henrik Ek},
title = {Manifold Alignment Determination: finding correspondences across different
data views},
journal = {CoRR},
volume = {abs/1701.03449},
year = {2017},
url = {http://arxiv.org/abs/1701.03449},
eprinttype = {arXiv},
eprint = {1701.03449},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DamianouLE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BodinCE17,
author = {Erik Bodin and
Neill D. F. Campbell and
Carl Henrik Ek},
title = {Latent Gaussian Process Regression},
journal = {CoRR},
volume = {abs/1707.05534},
year = {2017},
url = {http://arxiv.org/abs/1707.05534},
eprinttype = {arXiv},
eprint = {1707.05534},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BodinCE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-03535,
author = {Iman Malik and
Carl Henrik Ek},
title = {Neural Translation of Musical Style},
journal = {CoRR},
volume = {abs/1708.03535},
year = {2017},
url = {http://arxiv.org/abs/1708.03535},
eprinttype = {arXiv},
eprint = {1708.03535},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-03535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-02766,
author = {Markus Kaiser and
Clemens Otte and
Thomas A. Runkler and
Carl Henrik Ek},
title = {Bayesian Alignments of Warped Multi-Output Gaussian Processes},
journal = {CoRR},
volume = {abs/1710.02766},
year = {2017},
url = {http://arxiv.org/abs/1710.02766},
eprinttype = {arXiv},
eprint = {1710.02766},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-02766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-06536,
author = {Erik Bodin and
Iman Malik and
Carl Henrik Ek and
Neill D. F. Campbell},
title = {Nonparametric Inference for Auto-Encoding Variational Bayes},
journal = {CoRR},
volume = {abs/1712.06536},
year = {2017},
url = {http://arxiv.org/abs/1712.06536},
eprinttype = {arXiv},
eprint = {1712.06536},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-06536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ZhangKE16,
author = {Cheng Zhang and
Hedvig Kjellstr{\"{o}}m and
Carl Henrik Ek},
editor = {Bastian Leibe and
Jiri Matas and
Nicu Sebe and
Max Welling},
title = {Inter-battery Topic Representation Learning},
booktitle = {Computer Vision - {ECCV} 2016 - 14th European Conference, Amsterdam,
The Netherlands, October 11-14, 2016, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {9912},
pages = {210--226},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46484-8\_13},
doi = {10.1007/978-3-319-46484-8\_13},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/ZhangKE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/BekirogluDDSKE16,
author = {Yasemin Bekiroglu and
Andreas C. Damianou and
Renaud Detry and
Johannes A. Stork and
Danica Kragic and
Carl Henrik Ek},
editor = {Danica Kragic and
Antonio Bicchi and
Alessandro De Luca},
title = {Probabilistic consolidation of grasp experience},
booktitle = {2016 {IEEE} International Conference on Robotics and Automation, {ICRA}
2016, Stockholm, Sweden, May 16-21, 2016},
pages = {193--200},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICRA.2016.7487133},
doi = {10.1109/ICRA.2016.7487133},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/BekirogluDDSKE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/CaccamoBEK16,
author = {Sergio Caccamo and
Yasemin Bekiroglu and
Carl Henrik Ek and
Danica Kragic},
title = {Active exploration using Gaussian Random Fields and Gaussian Process
Implicit Surfaces},
booktitle = {2016 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2016, Daejeon, South Korea, October 9-14, 2016},
pages = {582--589},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IROS.2016.7759112},
doi = {10.1109/IROS.2016.7759112},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iros/CaccamoBEK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/ZhangKEB16,
author = {Cheng Zhang and
Hedvig Kjellstr{\"{o}}m and
Carl Henrik Ek and
Bo C. Bertilson},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Diagnostic Prediction Using Discomfort Drawings with {IBTM}},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {226--238},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Zhang16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/ZhangKEB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DamianouLE16,
author = {Andreas C. Damianou and
Neil D. Lawrence and
Carl Henrik Ek},
title = {Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor
Analysis},
journal = {CoRR},
volume = {abs/1604.04939},
year = {2016},
url = {http://arxiv.org/abs/1604.04939},
eprinttype = {arXiv},
eprint = {1604.04939},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DamianouLE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangKE16,
author = {Cheng Zhang and
Hedvig Kjellstr{\"{o}}m and
Carl Henrik Ek},
title = {Inter-Battery Topic Representation Learning},
journal = {CoRR},
volume = {abs/1605.06155},
year = {2016},
url = {http://arxiv.org/abs/1605.06155},
eprinttype = {arXiv},
eprint = {1605.06155},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangKE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YousefiDEL16,
author = {Fariba Yousefi and
Zhenwen Dai and
Carl Henrik Ek and
Neil D. Lawrence},
title = {Unsupervised Learning with Imbalanced Data via Structure Consolidation
Latent Variable Model},
journal = {CoRR},
volume = {abs/1607.00067},
year = {2016},
url = {http://arxiv.org/abs/1607.00067},
eprinttype = {arXiv},
eprint = {1607.00067},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YousefiDEL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangKEB16,
author = {Cheng Zhang and
Hedvig Kjellstr{\"{o}}m and
Carl Henrik Ek and
Bo C. Bertilson},
title = {Diagnostic Prediction Using Discomfort Drawings with {IBTM}},
journal = {CoRR},
volume = {abs/1607.08206},
year = {2016},
url = {http://arxiv.org/abs/1607.08206},
eprinttype = {arXiv},
eprint = {1607.08206},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangKEB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/trob/SongEHK15,
author = {Dan Song and
Carl Henrik Ek and
Kai Huebner and
Danica Kragic},
title = {Task-Based Robot Grasp Planning Using Probabilistic Inference},
journal = {{IEEE} Trans. Robotics},
volume = {31},
number = {3},
pages = {546--561},
year = {2015},
url = {https://doi.org/10.1109/TRO.2015.2409912},
doi = {10.1109/TRO.2015.2409912},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/trob/SongEHK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/StorkEBK15,
author = {Johannes A. Stork and
Carl Henrik Ek and
Yasemin Bekiroglu and
Danica Kragic},
title = {Learning Predictive State Representation for in-hand manipulation},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2015, Seattle, WA, USA, 26-30 May, 2015},
pages = {3207--3214},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICRA.2015.7139641},
doi = {10.1109/ICRA.2015.7139641},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/StorkEBK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icvs/HjelmEDK15,
author = {Martin Hjelm and
Carl Henrik Ek and
Renaud Detry and
Danica Kragic},
editor = {Lazaros Nalpantidis and
Volker Kr{\"{u}}ger and
Jan{-}Olof Eklundh and
Antonios Gasteratos},
title = {Learning Human Priors for Task-Constrained Grasping},
booktitle = {Computer Vision Systems - 10th International Conference, {ICVS} 2015,
Copenhagen, Denmark, July 6-9, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9163},
pages = {207--217},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-20904-3\_20},
doi = {10.1007/978-3-319-20904-3\_20},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/icvs/HjelmEDK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/StorkEK15,
author = {Johannes A. Stork and
Carl Henrik Ek and
Danica Kragic},
title = {Learning Predictive State Representations for planning},
booktitle = {2015 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2015, Hamburg, Germany, September 28 - October 2,
2015},
pages = {3427--3434},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IROS.2015.7353855},
doi = {10.1109/IROS.2015.7353855},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iros/StorkEK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lm/DamianouEBLP15,
author = {Andreas C. Damianou and
Carl Henrik Ek and
Luke Boorman and
Neil D. Lawrence and
Tony J. Prescott},
editor = {Stuart P. Wilson and
Paul F. M. J. Verschure and
Anna Mura and
Tony J. Prescott},
title = {A Top-Down Approach for a Synthetic Autobiographical Memory System},
booktitle = {Biomimetic and Biohybrid Systems - 4th International Conference, Living
Machines 2015, Barcelona, Spain, July 28 - 31, 2015, Proceedings,
1st Edition},
series = {Lecture Notes in Computer Science},
volume = {9222},
pages = {280--292},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-22979-9\_28},
doi = {10.1007/978-3-319-22979-9\_28},
timestamp = {Sun, 25 Oct 2020 22:45:08 +0100},
biburl = {https://dblp.org/rec/conf/lm/DamianouEBLP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scia/RazavianAMSEC15,
author = {Ali Sharif Razavian and
Hossein Azizpour and
Atsuto Maki and
Josephine Sullivan and
Carl Henrik Ek and
Stefan Carlsson},
editor = {Rasmus R. Paulsen and
Kim Steenstrup Pedersen},
title = {Persistent Evidence of Local Image Properties in Generic ConvNets},
booktitle = {Image Analysis - 19th Scandinavian Conference, {SCIA} 2015, Copenhagen,
Denmark, June 15-17, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9127},
pages = {249--262},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19665-7\_21},
doi = {10.1007/978-3-319-19665-7\_21},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/scia/RazavianAMSEC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BaiseroPE15,
author = {Andrea Baisero and
Florian T. Pokorny and
Carl Henrik Ek},
title = {On a Family of Decomposable Kernels on Sequences},
journal = {CoRR},
volume = {abs/1501.06284},
year = {2015},
url = {http://arxiv.org/abs/1501.06284},
eprinttype = {arXiv},
eprint = {1501.06284},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BaiseroPE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/arobots/PatelMKED14,
author = {Mitesh Patel and
Jaime Valls Mir{\'{o}} and
Danica Kragic and
Carl Henrik Ek and
Gamini Dissanayake},
title = {Learning object, grasping and manipulation activities using hierarchical
HMMs},
journal = {Auton. Robots},
volume = {37},
number = {3},
pages = {317--331},
year = {2014},
url = {https://doi.org/10.1007/s10514-014-9392-1},
doi = {10.1007/S10514-014-9392-1},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/arobots/PatelMKED14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/PieropanEK14,
author = {Alessandro Pieropan and
Carl Henrik Ek and
Hedvig Kjellstr{\"{o}}m},
title = {Recognizing object affordances in terms of spatio-temporal object-object
relationships},
booktitle = {14th {IEEE-RAS} International Conference on Humanoid Robots, Humanoids
2014, Madrid, Spain, November 18-20, 2014},
pages = {52--58},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/HUMANOIDS.2014.7041337},
doi = {10.1109/HUMANOIDS.2014.7041337},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/humanoids/PieropanEK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/AfkhamEC14,
author = {Heydar Maboudi Afkham and
Carl Henrik Ek and
Stefan Carlsson},
title = {A Topological Framework for Training Latent Variable Models},
booktitle = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
Stockholm, Sweden, August 24-28, 2014},
pages = {2471--2476},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICPR.2014.427},
doi = {10.1109/ICPR.2014.427},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/AfkhamEC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/AfkhamEC14,
author = {Heydar Maboudi Afkham and
Carl Henrik Ek and
Stefan Carlsson},
editor = {Maria De Marsico and
Antoine Tabbone and
Ana L. N. Fred},
title = {Initialization Framework for Latent Variable Models},
booktitle = {{ICPRAM} 2014 - Proceedings of the 3rd International Conference on
Pattern Recognition Applications and Methods, ESEO, Angers, Loire
Valley, France, 6-8 March, 2014},
pages = {227--232},
publisher = {SciTePress},
year = {2014},
url = {https://doi.org/10.5220/0004826302270232},
doi = {10.5220/0004826302270232},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpram/AfkhamEC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/AfkhamEC14a,
author = {Heydar Maboudi Afkham and
Carl Henrik Ek and
Stefan Carlsson},
editor = {Maria De Marsico and
Antoine Tabbone and
Ana L. N. Fred},
title = {Gradual Improvement of Image Descriptor Quality},
booktitle = {{ICPRAM} 2014 - Proceedings of the 3rd International Conference on
Pattern Recognition Applications and Methods, ESEO, Angers, Loire
Valley, France, 6-8 March, 2014},
pages = {233--238},
publisher = {SciTePress},
year = {2014},
url = {https://doi.org/10.5220/0004826402330238},
doi = {10.5220/0004826402330238},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpram/AfkhamEC14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/HjelmDEK14,
author = {Martin Hjelm and
Renaud Detry and
Carl Henrik Ek and
Danica Kragic},
title = {Representations for cross-task, cross-object grasp transfer},
booktitle = {2014 {IEEE} International Conference on Robotics and Automation, {ICRA}
2014, Hong Kong, China, May 31 - June 7, 2014},
pages = {5699--5704},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICRA.2014.6907697},
doi = {10.1109/ICRA.2014.6907697},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icra/HjelmDEK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RazavianAMSEC14,
author = {Ali Sharif Razavian and
Hossein Azizpour and
Atsuto Maki and
Josephine Sullivan and
Carl Henrik Ek and
Stefan Carlsson},
title = {Persistent Evidence of Local Image Properties in Generic ConvNets},
journal = {CoRR},
volume = {abs/1411.6509},
year = {2014},
url = {http://arxiv.org/abs/1411.6509},
eprinttype = {arXiv},
eprint = {1411.6509},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RazavianAMSEC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/RomeroKEK13,
author = {Javier Romero and
Hedvig Kjellstr{\"{o}}m and
Carl Henrik Ek and
Danica Kragic},
title = {Non-parametric hand pose estimation with object context},
journal = {Image Vis. Comput.},
volume = {31},
number = {8},
pages = {555--564},
year = {2013},
url = {https://doi.org/10.1016/j.imavis.2013.04.002},
doi = {10.1016/J.IMAVIS.2013.04.002},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ivc/RomeroKEK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/trob/FeixRESK13,
author = {Thomas Feix and
Javier Romero and
Carl Henrik Ek and
Heinz{-}Bodo Schmiedmayer and
Danica Kragic},
title = {A Metric for Comparing the Anthropomorphic Motion Capability of Artificial
Hands},
journal = {{IEEE} Trans. Robotics},
volume = {29},
number = {1},
pages = {82--93},
year = {2013},
url = {https://doi.org/10.1109/TRO.2012.2217675},
doi = {10.1109/TRO.2012.2217675},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/trob/FeixRESK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/trob/RomeroFEKK13,
author = {Javier Romero and
Thomas Feix and
Carl Henrik Ek and
Hedvig Kjellstr{\"{o}}m and
Danica Kragic},
title = {Extracting Postural Synergies for Robotic Grasping},
journal = {{IEEE} Trans. Robotics},
volume = {29},
number = {6},
pages = {1342--1352},
year = {2013},
url = {https://doi.org/10.1109/TRO.2013.2272249},
doi = {10.1109/TRO.2013.2272249},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/trob/RomeroFEKK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fgr/ThippurEK13,
author = {Akshaya Thippur and
Carl Henrik Ek and
Hedvig Kjellstr{\"{o}}m},
title = {Inferring hand pose: {A} comparative study of visual shape features},
booktitle = {10th {IEEE} International Conference and Workshops on Automatic Face
and Gesture Recognition, {FG} 2013, Shanghai, China, 22-26 April,
2013},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/FG.2013.6553698},
doi = {10.1109/FG.2013.6553698},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fgr/ThippurEK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/0005EGPK13,
author = {Cheng Zhang and
Carl Henrik Ek and
Xavi Gratal and
Florian T. Pokorny and
Hedvig Kjellstr{\"{o}}m},
title = {Supervised Hierarchical Dirichlet Processes with Variational Inference},
booktitle = {2013 {IEEE} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2013, Sydney, Australia, December 1-8, 2013},
pages = {254--261},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICCVW.2013.41},
doi = {10.1109/ICCVW.2013.41},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/0005EGPK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/BaiseroPKE13,
author = {Andrea Baisero and
Florian T. Pokorny and
Danica Kragic and
Carl Henrik Ek},
editor = {Maria De Marsico and
Ana L. N. Fred},
title = {The Path Kernel},
booktitle = {{ICPRAM} 2013 - Proceedings of the 2nd International Conference on
Pattern Recognition Applications and Methods, Barcelona, Spain, 15-18
February, 2013},
pages = {50--57},
publisher = {SciTePress},
year = {2013},
timestamp = {Tue, 01 Oct 2013 13:16:05 +0200},
biburl = {https://dblp.org/rec/conf/icpram/BaiseroPKE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/BaiseroPKE13a,
author = {Andrea Baisero and
Florian T. Pokorny and
Danica Kragic and
Carl Henrik Ek},
editor = {Ana L. N. Fred and
Maria De Marsico},
title = {The Path Kernel: {A} Novel Kernel for Sequential Data},
booktitle = {Pattern Recognition Applications and Methods - International Conference,
{ICPRAM} 2013 Barcelona, Spain, February 15-18, 2013 Revised Selected
Papers},
series = {Advances in Intelligent Systems and Computing},
volume = {318},
pages = {71--84},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-12610-4\_5},
doi = {10.1007/978-3-319-12610-4\_5},
timestamp = {Thu, 15 Jun 2017 21:36:18 +0200},
biburl = {https://dblp.org/rec/conf/icpram/BaiseroPKE13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/AfkhamEC13,
author = {Heydar Maboudi Afkham and
Carl Henrik Ek and
Stefan Carlsson},
editor = {Maria De Marsico and
Ana L. N. Fred},
title = {Qualitative Vocabulary based Descriptor},
booktitle = {{ICPRAM} 2013 - Proceedings of the 2nd International Conference on
Pattern Recognition Applications and Methods, Barcelona, Spain, 15-18
February, 2013},
pages = {188--193},
publisher = {SciTePress},
year = {2013},
timestamp = {Tue, 01 Oct 2013 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpram/AfkhamEC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/DetryEMK13,
author = {Renaud Detry and
Carl Henrik Ek and
Marianna Madry and
Danica Kragic},
title = {Learning a dictionary of prototypical grasp-predicting parts from
grasping experience},
booktitle = {2013 {IEEE} International Conference on Robotics and Automation, Karlsruhe,
Germany, May 6-10, 2013},
pages = {601--608},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICRA.2013.6630635},
doi = {10.1109/ICRA.2013.6630635},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icra/DetryEMK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/HjelmEDKK13,
author = {Martin Hjelm and
Carl Henrik Ek and
Renaud Detry and
Hedvig Kjellstr{\"{o}}m and
Danica Kragic},
title = {Sparse summarization of robotic grasping data},
booktitle = {2013 {IEEE} International Conference on Robotics and Automation, Karlsruhe,
Germany, May 6-10, 2013},
pages = {1082--1087},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICRA.2013.6630707},
doi = {10.1109/ICRA.2013.6630707},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/HjelmEDKK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/PieropanEK13,
author = {Alessandro Pieropan and
Carl Henrik Ek and
Hedvig Kjellstr{\"{o}}m},
title = {Functional object descriptors for human activity modeling},
booktitle = {2013 {IEEE} International Conference on Robotics and Automation, Karlsruhe,
Germany, May 6-10, 2013},
pages = {1282--1289},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICRA.2013.6630736},
doi = {10.1109/ICRA.2013.6630736},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/PieropanEK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/PatelEKAMK13,
author = {Mitesh Patel and
Carl Henrik Ek and
Nikolaos Kyriazis and
Antonis A. Argyros and
Jaime Valls Mir{\'{o}} and
Danica Kragic},
title = {Language for learning complex human-object interactions},
booktitle = {2013 {IEEE} International Conference on Robotics and Automation, Karlsruhe,
Germany, May 6-10, 2013},
pages = {4997--5002},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICRA.2013.6631291},
doi = {10.1109/ICRA.2013.6631291},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/PatelEKAMK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/MadryAECK13,
author = {Marianna Madry and
Heydar Maboudi Afkham and
Carl Henrik Ek and
Stefan Carlsson and
Danica Kragic},
title = {Extracting essential local object characteristics for 3D object categorization},
booktitle = {2013 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2013, Tokyo, Japan, November 3-7, 2013},
pages = {2240--2247},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IROS.2013.6696670},
doi = {10.1109/IROS.2013.6696670},
timestamp = {Tue, 05 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/iros/MadryAECK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1301-3461,
author = {Cheng Zhang and
Carl Henrik Ek and
Hedvig Kjellstr{\"{o}}m},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Factorized Topic Models},
booktitle = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings},
year = {2013},
url = {http://arxiv.org/abs/1301.3461},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3461.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grapp/DaviesEDC12,
author = {Alexander Davies and
Carl Henrik Ek and
Colin J. Dalton and
Neill W. Campbell},
editor = {Paul Richard and
Martin Kraus and
Robert S. Laramee and
Jos{\'{e}} Braz},
title = {Generating 3D Morphable Model Parameters for Facial Tracking - Factorising
Identity and Expression},
booktitle = {{GRAPP} {\&} {IVAPP} 2012: Proceedings of the International Conference
on Computer Graphics Theory and Applications and International Conference
on Information Visualization Theory and Applications, Rome, Italy,
24-26 February, 2012},
pages = {309--318},
publisher = {SciTePress},
year = {2012},
timestamp = {Tue, 05 Mar 2024 11:15:19 +0100},
biburl = {https://dblp.org/rec/conf/grapp/DaviesEDC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/BergstromEKYSI12,
author = {Niklas Bergstr{\"{o}}m and
Carl Henrik Ek and
Danica Kragic and
Yuji Yamakawa and
Taku Senoo and
Masatoshi Ishikawa},
title = {On-line learning of temporal state models for flexible objects},
booktitle = {12th {IEEE-RAS} International Conference on Humanoid Robots (Humanoids
2012), Osaka, Japan, November 29 - Dec. 1, 2012},
pages = {712--718},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/HUMANOIDS.2012.6651598},
doi = {10.1109/HUMANOIDS.2012.6651598},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/humanoids/BergstromEKYSI12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DamianouETL12,
author = {Andreas C. Damianou and
Carl Henrik Ek and
Michalis K. Titsias and
Neil D. Lawrence},
title = {Manifold Relevance Determination},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/94.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DamianouETL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/DetryEMPK12,
author = {Renaud Detry and
Carl Henrik Ek and
Marianna Madry and
Justus H. Piater and
Danica Kragic},
title = {Generalizing grasps across partly similar objects},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2012, 14-18 May, 2012, St. Paul, Minnesota, {USA}},
pages = {3791--3797},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICRA.2012.6224992},
doi = {10.1109/ICRA.2012.6224992},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icra/DetryEMPK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/MadryEDHK12,
author = {Marianna Madry and
Carl Henrik Ek and
Renaud Detry and
Kaiyu Hang and
Danica Kragic},
title = {Improving generalization for 3D object categorization with Global
Structure Histograms},
booktitle = {2012 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2012, Vilamoura, Algarve, Portugal, October 7-12,
2012},
pages = {1379--1386},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IROS.2012.6385874},
doi = {10.1109/IROS.2012.6385874},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/MadryEDHK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PokornyEKK12,
author = {Florian T. Pokorny and
Carl Henrik Ek and
Hedvig Kjellstr{\"{o}}m and
Danica Kragic},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Persistent Homology for Learning Densities with Bounded Support},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1826--1834},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/20aee3a5f4643755a79ee5f6a73050ac-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PokornyEKK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4610,
author = {Andreas C. Damianou and
Carl Henrik Ek and
Michalis K. Titsias and
Neil D. Lawrence},
title = {Manifold Relevance Determination},
journal = {CoRR},
volume = {abs/1206.4610},
year = {2012},
url = {http://arxiv.org/abs/1206.4610},
eprinttype = {arXiv},
eprint = {1206.4610},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/SongEHK11,
author = {Dan Song and
Carl Henrik Ek and
Kai Huebner and
Danica Kragic},
title = {Multivariate discretization for Bayesian Network structure learning
in robot grasping},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2011, Shanghai, China, 9-13 May 2011},
pages = {1944--1950},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICRA.2011.5979666},
doi = {10.1109/ICRA.2011.5979666},
timestamp = {Sun, 17 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/SongEHK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icvs/BergstromEBK11,
author = {Niklas Bergstr{\"{o}}m and
Carl Henrik Ek and
M{\aa}rten Bj{\"{o}}rkman and
Danica Kragic},
editor = {James L. Crowley and
Bruce A. Draper and
Monique Thonnat},
title = {Scene Understanding through Autonomous Interactive Perception},
booktitle = {Computer Vision Systems - 8th International Conference, {ICVS} 2011,
Sophia Antipolis, France, September 20-22, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6962},
pages = {153--162},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23968-7\_16},
doi = {10.1007/978-3-642-23968-7\_16},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/icvs/BergstromEBK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/SongEHK11,
author = {Dan Song and
Carl Henrik Ek and
Kai Huebner and
Danica Kragic},
title = {Embodiment-specific representation of robot grasping using graphical
models and latent-space discretization},
booktitle = {2011 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2011, San Francisco, CA, USA, September 25-30, 2011},
pages = {980--986},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IROS.2011.6094503},
doi = {10.1109/IROS.2011.6094503},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/SongEHK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/LuoBEK11,
author = {Guoliang Luo and
Niklas Bergstr{\"{o}}m and
Carl Henrik Ek and
Danica Kragic},
title = {Representing actions with Kernels},
booktitle = {2011 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2011, San Francisco, CA, USA, September 25-30, 2011},
pages = {2028--2035},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IROS.2011.6094567},
doi = {10.1109/IROS.2011.6094567},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iros/LuoBEK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isrr/EkK11,
author = {Carl Henrik Ek and
Danica Kragic},
editor = {Henrik I. Christensen and
Oussama Khatib},
title = {The Importance of Structure},
booktitle = {Robotics Research - The 15th International Symposium ISRR, 9-12 December
2011, Flagstaff, Arizona, {USA}},
series = {Springer Tracts in Advanced Robotics},
volume = {100},
pages = {111--127},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-319-29363-9\_7},
doi = {10.1007/978-3-319-29363-9\_7},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isrr/EkK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mirage/DaviesEDC11,
author = {Alexander Davies and
Carl Henrik Ek and
Colin J. Dalton and
Neill W. Campbell},
editor = {Andr{\'{e}} Gagalowicz and
Wilfried Philips},
title = {Facial Movement Based Recognition},
booktitle = {Computer Vision/Computer Graphics Collaboration Techniques - 5th International
Conference, {MIRAGE} 2011, Rocquencourt, France, October 10-11, 2011.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6930},
pages = {51--62},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24136-9\_5},
doi = {10.1007/978-3-642-24136-9\_5},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/mirage/DaviesEDC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/humanoids/EkSHK10,
author = {Carl Henrik Ek and
Dan Song and
Kai Huebner and
Danica Kragic},
title = {Task modeling in imitation learning using latent variable models},
booktitle = {10th {IEEE-RAS} International Conference on Humanoid Robots, Humanoids
2010, Nashville, TN, USA, December 6-8, 2010},
pages = {548--553},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICHR.2010.5686348},
doi = {10.1109/ICHR.2010.5686348},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/humanoids/EkSHK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/SalzmannEUD10,
author = {Mathieu Salzmann and
Carl Henrik Ek and
Raquel Urtasun and
Trevor Darrell},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Factorized Orthogonal Latent Spaces},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {701--708},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/salzmann10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SalzmannEUD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi/EkRTRL08,
author = {Carl Henrik Ek and
Jonathan Rihan and
Philip H. S. Torr and
Gr{\'{e}}gory Rogez and
Neil D. Lawrence},
editor = {Andrei Popescu{-}Belis and
Rainer Stiefelhagen},
title = {Ambiguity Modeling in Latent Spaces},
booktitle = {Machine Learning for Multimodal Interaction, 5th International Workshop,
{MLMI} 2008, Utrecht, The Netherlands, September 8-10, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5237},
pages = {62--73},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-85853-9\_6},
doi = {10.1007/978-3-540-85853-9\_6},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/mlmi/EkRTRL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi/EkTL07,
author = {Carl Henrik Ek and
Philip H. S. Torr and
Neil D. Lawrence},
editor = {Andrei Popescu{-}Belis and
Steve Renals and
Herv{\'{e}} Bourlard},
title = {Gaussian Process Latent Variable Models for Human Pose Estimation},
booktitle = {Machine Learning for Multimodal Interaction , 4th International Workshop,
{MLMI} 2007, Brno, Czech Republic, June 28-30, 2007, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {4892},
pages = {132--143},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-78155-4\_12},
doi = {10.1007/978-3-540-78155-4\_12},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/mlmi/EkTL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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