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ORCIDBibTeX records: Pascal Vincent
@inproceedings{DBLP:conf/clear2/PacelaALV24,
author = {Vit{\'{o}}ria Barin Pacela and
Kartik Ahuja and
Simon Lacoste{-}Julien and
Pascal Vincent},
editor = {Francesco Locatello and
Vanessa Didelez},
title = {On the Identifiability of Quantized Factors},
booktitle = {Causal Learning and Reasoning, 1-3 April 2024, Los Angeles, California,
{USA}},
series = {Proceedings of Machine Learning Research},
volume = {236},
pages = {384--422},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v236/barin-pacela24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clear2/PacelaALV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KlissarovDSRBV024,
author = {Martin Klissarov and
Pierluca D'Oro and
Shagun Sodhani and
Roberta Raileanu and
Pierre{-}Luc Bacon and
Pascal Vincent and
Amy Zhang and
Mikael Henaff},
title = {Motif: Intrinsic Motivation from Artificial Intelligence Feedback},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=tmBKIecDE9},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KlissarovDSRBV024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BarBSAVBDGL24,
author = {Amir Bar and
Florian Bordes and
Assaf Shocher and
Mido Assran and
Pascal Vincent and
Nicolas Ballas and
Trevor Darrell and
Amir Globerson and
Yann LeCun},
title = {Stochastic positional embeddings improve masked image modeling},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=hr8OXXMb7a},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/BarBSAVBDGL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PezeshkiBIBVL24,
author = {Mohammad Pezeshki and
Diane Bouchacourt and
Mark Ibrahim and
Nicolas Ballas and
Pascal Vincent and
David Lopez{-}Paz},
title = {Discovering Environments with {XRM}},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=gPStP3FSY9},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PezeshkiBIBVL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BordesBGBV23,
author = {Florian Bordes and
Randall Balestriero and
Quentin Garrido and
Adrien Bardes and
Pascal Vincent},
title = {Guillotine Regularization: Why removing layers is needed to improve
generalization in Self-Supervised Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=ZgXfXSz51n},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BordesBGBV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/AssranDMBVRLB23,
author = {Mahmoud Assran and
Quentin Duval and
Ishan Misra and
Piotr Bojanowski and
Pascal Vincent and
Michael G. Rabbat and
Yann LeCun and
Nicolas Ballas},
title = {Self-Supervised Learning from Images with a Joint-Embedding Predictive
Architecture},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {15619--15629},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01499},
doi = {10.1109/CVPR52729.2023.01499},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/AssranDMBVRLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AssranBDBMBVRB23,
author = {Mido Assran and
Randall Balestriero and
Quentin Duval and
Florian Bordes and
Ishan Misra and
Piotr Bojanowski and
Pascal Vincent and
Michael G. Rabbat and
Nicolas Ballas},
title = {The hidden uniform cluster prior in self-supervised learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=04K3PMtMckp},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AssranBDBMBVRB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/IdrissiBBEHBVDL23,
author = {Badr Youbi Idrissi and
Diane Bouchacourt and
Randall Balestriero and
Ivan Evtimov and
Caner Hazirbas and
Nicolas Ballas and
Pascal Vincent and
Michal Drozdzal and
David Lopez{-}Paz and
Mark Ibrahim},
title = {ImageNet-X: Understanding Model Mistakes with Factor of Variation
Annotations},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=HXz7Vcm3VgM},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/IdrissiBBEHBVDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RothIAVB23,
author = {Karsten Roth and
Mark Ibrahim and
Zeynep Akata and
Pascal Vincent and
Diane Bouchacourt},
title = {Disentanglement of Correlated Factors via Hausdorff Factorized Support},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=OKcJhpQiGiX},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/RothIAVB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BordesSIBVM23,
author = {Florian Bordes and
Shashank Shekhar and
Mark Ibrahim and
Diane Bouchacourt and
Pascal Vincent and
Ari Morcos},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {{PUG:} Photorealistic and Semantically Controllable Synthetic Data
for Representation 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/8d352fd0f07fde4a74f9476603b3773b-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BordesSIBVM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MeehanBVCG23,
author = {Casey Meehan and
Florian Bordes and
Pascal Vincent and
Kamalika Chaudhuri and
Chuan Guo},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Do {SSL} Models Have D{\'{e}}j{\`{a}} Vu? {A} Case of Unintended
Memorization in Self-supervised 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/854b6ec839294bf332db0d86e2f83c3f-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MeehanBVCG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-08243,
author = {Mahmoud Assran and
Quentin Duval and
Ishan Misra and
Piotr Bojanowski and
Pascal Vincent and
Michael G. Rabbat and
Yann LeCun and
Nicolas Ballas},
title = {Self-Supervised Learning from Images with a Joint-Embedding Predictive
Architecture},
journal = {CoRR},
volume = {abs/2301.08243},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.08243},
doi = {10.48550/ARXIV.2301.08243},
eprinttype = {arXiv},
eprint = {2301.08243},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-08243.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-01986,
author = {Florian Bordes and
Randall Balestriero and
Pascal Vincent},
title = {Towards Democratizing Joint-Embedding Self-Supervised Learning},
journal = {CoRR},
volume = {abs/2303.01986},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.01986},
doi = {10.48550/ARXIV.2303.01986},
eprinttype = {arXiv},
eprint = {2303.01986},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-01986.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-09677,
author = {Pietro Astolfi and
Arantxa Casanova and
Jakob Verbeek and
Pascal Vincent and
Adriana Romero{-}Soriano and
Michal Drozdzal},
title = {Instance-Conditioned {GAN} Data Augmentation for Representation Learning},
journal = {CoRR},
volume = {abs/2303.09677},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.09677},
doi = {10.48550/ARXIV.2303.09677},
eprinttype = {arXiv},
eprint = {2303.09677},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-09677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05369,
author = {Florian Bordes and
Samuel Lavoie and
Randall Balestriero and
Nicolas Ballas and
Pascal Vincent},
title = {A surprisingly simple technique to control the pretraining bias for
better transfer: Expand or Narrow your representation},
journal = {CoRR},
volume = {abs/2304.05369},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.05369},
doi = {10.48550/ARXIV.2304.05369},
eprinttype = {arXiv},
eprint = {2304.05369},
timestamp = {Wed, 19 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-05369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-13089,
author = {Shashank Shekhar and
Florian Bordes and
Pascal Vincent and
Ari Morcos},
title = {Objectives Matter: Understanding the Impact of Self-Supervised Objectives
on Vision Transformer Representations},
journal = {CoRR},
volume = {abs/2304.13089},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.13089},
doi = {10.48550/ARXIV.2304.13089},
eprinttype = {arXiv},
eprint = {2304.13089},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-13089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-13850,
author = {Casey Meehan and
Florian Bordes and
Pascal Vincent and
Kamalika Chaudhuri and
Chuan Guo},
title = {Do {SSL} Models Have D{\'{e}}j{\`{a}} Vu? {A} Case of Unintended
Memorization in Self-supervised Learning},
journal = {CoRR},
volume = {abs/2304.13850},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.13850},
doi = {10.48550/ARXIV.2304.13850},
eprinttype = {arXiv},
eprint = {2304.13850},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-13850.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-16334,
author = {Vit{\'{o}}ria Barin Pacela and
Kartik Ahuja and
Simon Lacoste{-}Julien and
Pascal Vincent},
title = {Identifiability of Discretized Latent Coordinate Systems via Density
Landmarks Detection},
journal = {CoRR},
volume = {abs/2306.16334},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.16334},
doi = {10.48550/ARXIV.2306.16334},
eprinttype = {arXiv},
eprint = {2306.16334},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-16334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-00566,
author = {Amir Bar and
Florian Bordes and
Assaf Shocher and
Mahmoud Assran and
Pascal Vincent and
Nicolas Ballas and
Trevor Darrell and
Amir Globerson and
Yann LeCun},
title = {Predicting masked tokens in stochastic locations improves masked image
modeling},
journal = {CoRR},
volume = {abs/2308.00566},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.00566},
doi = {10.48550/ARXIV.2308.00566},
eprinttype = {arXiv},
eprint = {2308.00566},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-00566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-03977,
author = {Florian Bordes and
Shashank Shekhar and
Mark Ibrahim and
Diane Bouchacourt and
Pascal Vincent and
Ari S. Morcos},
title = {{PUG:} Photorealistic and Semantically Controllable Synthetic Data
for Representation Learning},
journal = {CoRR},
volume = {abs/2308.03977},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.03977},
doi = {10.48550/ARXIV.2308.03977},
eprinttype = {arXiv},
eprint = {2308.03977},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-03977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-16748,
author = {Mohammad Pezeshki and
Diane Bouchacourt and
Mark Ibrahim and
Nicolas Ballas and
Pascal Vincent and
David Lopez{-}Paz},
title = {Discovering environments with {XRM}},
journal = {CoRR},
volume = {abs/2309.16748},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.16748},
doi = {10.48550/ARXIV.2309.16748},
eprinttype = {arXiv},
eprint = {2309.16748},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-16748.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00166,
author = {Martin Klissarov and
Pierluca D'Oro and
Shagun Sodhani and
Roberta Raileanu and
Pierre{-}Luc Bacon and
Pascal Vincent and
Amy Zhang and
Mikael Henaff},
title = {Motif: Intrinsic Motivation from Artificial Intelligence Feedback},
journal = {CoRR},
volume = {abs/2310.00166},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00166},
doi = {10.48550/ARXIV.2310.00166},
eprinttype = {arXiv},
eprint = {2310.00166},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-08815,
author = {Cian Eastwood and
Julius von K{\"{u}}gelgen and
Linus Ericsson and
Diane Bouchacourt and
Pascal Vincent and
Bernhard Sch{\"{o}}lkopf and
Mark Ibrahim},
title = {Self-Supervised Disentanglement by Leveraging Structure in Data Augmentations},
journal = {CoRR},
volume = {abs/2311.08815},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.08815},
doi = {10.48550/ARXIV.2311.08815},
eprinttype = {arXiv},
eprint = {2311.08815},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-08815.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-15930,
author = {Youssef Benchekroun and
Megi Dervishi and
Mark Ibrahim and
Jean{-}Baptiste Gaya and
Xavier Martinet and
Gr{\'{e}}goire Mialon and
Thomas Scialom and
Emmanuel Dupoux and
Dieuwke Hupkes and
Pascal Vincent},
title = {WorldSense: {A} Synthetic Benchmark for Grounded Reasoning in Large
Language Models},
journal = {CoRR},
volume = {abs/2311.15930},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.15930},
doi = {10.48550/ARXIV.2311.15930},
eprinttype = {arXiv},
eprint = {2311.15930},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-15930.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/BoscV22,
author = {Tom Bosc and
Pascal Vincent},
title = {The Emergence of Argument Structure in Artificial Languages},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {10},
pages = {1375--1391},
year = {2022},
url = {https://doi.org/10.1162/tacl\_a\_00524},
doi = {10.1162/TACL\_A\_00524},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/BoscV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/BordesBV22,
author = {Florian Bordes and
Randall Balestriero and
Pascal Vincent},
title = {High Fidelity Visualization of What Your Self-Supervised Representation
Knows About},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=urfWb7VjmL},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/BordesBV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/AssranCMBBVJRB22,
author = {Mahmoud Assran and
Mathilde Caron and
Ishan Misra and
Piotr Bojanowski and
Florian Bordes and
Pascal Vincent and
Armand Joulin and
Mike Rabbat and
Nicolas Ballas},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {Masked Siamese Networks for Label-Efficient Learning},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XXXI}},
series = {Lecture Notes in Computer Science},
volume = {13691},
pages = {456--473},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-19821-2\_26},
doi = {10.1007/978-3-031-19821-2\_26},
timestamp = {Wed, 26 Oct 2022 09:56:23 +0200},
biburl = {https://dblp.org/rec/conf/eccv/AssranCMBBVJRB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JingVLT22,
author = {Li Jing and
Pascal Vincent and
Yann LeCun and
Yuandong Tian},
title = {Understanding Dimensional Collapse in Contrastive Self-supervised
Learning},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=YevsQ05DEN7},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JingVLT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MladenovicBBHLV22,
author = {Andjela Mladenovic and
Avishek Joey Bose and
Hugo Berard and
William L. Hamilton and
Simon Lacoste{-}Julien and
Pascal Vincent and
Gauthier Gidel},
title = {Online Adversarial Attacks},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=bYGSzbCM\_i},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MladenovicBBHLV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07141,
author = {Mahmoud Assran and
Mathilde Caron and
Ishan Misra and
Piotr Bojanowski and
Florian Bordes and
Pascal Vincent and
Armand Joulin and
Michael G. Rabbat and
Nicolas Ballas},
title = {Masked Siamese Networks for Label-Efficient Learning},
journal = {CoRR},
volume = {abs/2204.07141},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07141},
doi = {10.48550/ARXIV.2204.07141},
eprinttype = {arXiv},
eprint = {2204.07141},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07141.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13378,
author = {Florian Bordes and
Randall Balestriero and
Quentin Garrido and
Adrien Bardes and
Pascal Vincent},
title = {Guillotine Regularization: Improving Deep Networks Generalization
by Removing their Head},
journal = {CoRR},
volume = {abs/2206.13378},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13378},
doi = {10.48550/ARXIV.2206.13378},
eprinttype = {arXiv},
eprint = {2206.13378},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07277,
author = {Mahmoud Assran and
Randall Balestriero and
Quentin Duval and
Florian Bordes and
Ishan Misra and
Piotr Bojanowski and
Pascal Vincent and
Michael G. Rabbat and
Nicolas Ballas},
title = {The Hidden Uniform Cluster Prior in Self-Supervised Learning},
journal = {CoRR},
volume = {abs/2210.07277},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07277},
doi = {10.48550/ARXIV.2210.07277},
eprinttype = {arXiv},
eprint = {2210.07277},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07347,
author = {Karsten Roth and
Mark Ibrahim and
Zeynep Akata and
Pascal Vincent and
Diane Bouchacourt},
title = {Disentanglement of Correlated Factors via Hausdorff Factorized Support},
journal = {CoRR},
volume = {abs/2210.07347},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07347},
doi = {10.48550/ARXIV.2210.07347},
eprinttype = {arXiv},
eprint = {2210.07347},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07347.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-01866,
author = {Badr Youbi Idrissi and
Diane Bouchacourt and
Randall Balestriero and
Ivan Evtimov and
Caner Hazirbas and
Nicolas Ballas and
Pascal Vincent and
Michal Drozdzal and
David Lopez{-}Paz and
Mark Ibrahim},
title = {ImageNet-X: Understanding Model Mistakes with Factor of Variation
Annotations},
journal = {CoRR},
volume = {abs/2211.01866},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.01866},
doi = {10.48550/ARXIV.2211.01866},
eprinttype = {arXiv},
eprint = {2211.01866},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-01866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BaratinGLHLVL21,
author = {Aristide Baratin and
Thomas George and
C{\'{e}}sar Laurent and
R. Devon Hjelm and
Guillaume Lajoie and
Pascal Vincent and
Simon Lacoste{-}Julien},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Implicit Regularization via Neural Feature Alignment},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {2269--2277},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/baratin21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BaratinGLHLVL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/BouthillierDBTN21,
author = {Xavier Bouthillier and
Pierre Delaunay and
Mirko Bronzi and
Assya Trofimov and
Brennan Nichyporuk and
Justin Szeto and
Nazanin Mohammadi Sepahvand and
Edward Raff and
Kanika Madan and
Vikram Voleti and
Samira Ebrahimi Kahou and
Vincent Michalski and
Tal Arbel and
Chris Pal and
Ga{\"{e}}l Varoquaux and
Pascal Vincent},
editor = {Alex Smola and
Alex Dimakis and
Ion Stoica},
title = {Accounting for Variance in Machine Learning Benchmarks},
booktitle = {Proceedings of the Fourth Conference on Machine Learning and Systems,
MLSys 2021, virtual, April 5-9, 2021},
publisher = {mlsys.org},
year = {2021},
url = {https://proceedings.mlsys.org/paper\_files/paper/2021/hash/0184b0cd3cfb185989f858a1d9f5c1eb-Abstract.html},
timestamp = {Fri, 28 Jun 2024 10:41:16 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/BouthillierDBTN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02014,
author = {Andjela Mladenovic and
Avishek Joey Bose and
Hugo Berard and
William L. Hamilton and
Simon Lacoste{-}Julien and
Pascal Vincent and
Gauthier Gidel},
title = {Online Adversarial Attacks},
journal = {CoRR},
volume = {abs/2103.02014},
year = {2021},
url = {https://arxiv.org/abs/2103.02014},
eprinttype = {arXiv},
eprint = {2103.02014},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-03098,
author = {Xavier Bouthillier and
Pierre Delaunay and
Mirko Bronzi and
Assya Trofimov and
Brennan Nichyporuk and
Justin Szeto and
Naz Sepah and
Edward Raff and
Kanika Madan and
Vikram Voleti and
Samira Ebrahimi Kahou and
Vincent Michalski and
Dmitriy Serdyuk and
Tal Arbel and
Chris Pal and
Ga{\"{e}}l Varoquaux and
Pascal Vincent},
title = {Accounting for Variance in Machine Learning Benchmarks},
journal = {CoRR},
volume = {abs/2103.03098},
year = {2021},
url = {https://arxiv.org/abs/2103.03098},
eprinttype = {arXiv},
eprint = {2103.03098},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-03098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-09348,
author = {Li Jing and
Pascal Vincent and
Yann LeCun and
Yuandong Tian},
title = {Understanding Dimensional Collapse in Contrastive Self-supervised
Learning},
journal = {CoRR},
volume = {abs/2110.09348},
year = {2021},
url = {https://arxiv.org/abs/2110.09348},
eprinttype = {arXiv},
eprint = {2110.09348},
timestamp = {Thu, 01 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-09348.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09164,
author = {Florian Bordes and
Randall Balestriero and
Pascal Vincent},
title = {High Fidelity Visualization of What Your Self-Supervised Representation
Knows About},
journal = {CoRR},
volume = {abs/2112.09164},
year = {2021},
url = {https://arxiv.org/abs/2112.09164},
eprinttype = {arXiv},
eprint = {2112.09164},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-09164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HuangTVDLC20,
author = {Chin{-}Wei Huang and
Ahmed Touati and
Pascal Vincent and
Gintare Karolina Dziugaite and
Alexandre Lacoste and
Aaron C. Courville},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Stochastic Neural Network with Kronecker Flow},
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 = {4184--4194},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/huang20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HuangTVDLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/BoscV20,
author = {Tom Bosc and
Pascal Vincent},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Do sequence-to-sequence VAEs learn global features of sentences?},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {4296--4318},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.350},
doi = {10.18653/V1/2020.EMNLP-MAIN.350},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/BoscV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BerardGAVL20,
author = {Hugo Berard and
Gauthier Gidel and
Amjad Almahairi and
Pascal Vincent and
Simon Lacoste{-}Julien},
title = {A Closer Look at the Optimization Landscapes of Generative Adversarial
Networks},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=HJeVnCEKwH},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BerardGAVL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LoizouBJVLM20,
author = {Nicolas Loizou and
Hugo Berard and
Alexia Jolicoeur{-}Martineau and
Pascal Vincent and
Simon Lacoste{-}Julien and
Ioannis Mitliagkas},
title = {Stochastic Hamiltonian Gradient Methods for Smooth Games},
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 = {6370--6381},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/loizou20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LoizouBJVLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PengTVP20,
author = {Zilun Peng and
Ahmed Touati and
Pascal Vincent and
Doina Precup},
editor = {Christian Bessiere},
title = {{SVRG} for Policy Evaluation with Fewer Gradient Evaluations},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {2697--2703},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/374},
doi = {10.24963/IJCAI.2020/374},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PengTVP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BoseGBCVLH20,
author = {Avishek Joey Bose and
Gauthier Gidel and
Hugo Berard and
Andre Cianflone and
Pascal Vincent and
Simon Lacoste{-}Julien and
William L. Hamilton},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Adversarial Example Games},
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/65586803f1435736f42a541d3a924595-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BoseGBCVLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Touati0PV20,
author = {Ahmed Touati and
Amy Zhang and
Joelle Pineau and
Pascal Vincent},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {Stable Policy Optimization via Off-Policy Divergence Regularization},
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 = {1328--1337},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/touati20a.html},
timestamp = {Tue, 07 May 2024 20:09:01 +0200},
biburl = {https://dblp.org/rec/conf/uai/Touati0PV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-04108,
author = {Ahmed Touati and
Amy Zhang and
Joelle Pineau and
Pascal Vincent},
title = {Stable Policy Optimization via Off-Policy Divergence Regularization},
journal = {CoRR},
volume = {abs/2003.04108},
year = {2020},
url = {https://arxiv.org/abs/2003.04108},
eprinttype = {arXiv},
eprint = {2003.04108},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-04108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-07683,
author = {Tom Bosc and
Pascal Vincent},
title = {Do sequence-to-sequence VAEs learn global features of sentences?},
journal = {CoRR},
volume = {abs/2004.07683},
year = {2020},
url = {https://arxiv.org/abs/2004.07683},
eprinttype = {arXiv},
eprint = {2004.07683},
timestamp = {Tue, 21 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-07683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12279,
author = {C{\'{e}}sar Laurent and
Camille Ballas and
Thomas George and
Nicolas Ballas and
Pascal Vincent},
title = {Revisiting Loss Modelling for Unstructured Pruning},
journal = {CoRR},
volume = {abs/2006.12279},
year = {2020},
url = {https://arxiv.org/abs/2006.12279},
eprinttype = {arXiv},
eprint = {2006.12279},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12279.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00720,
author = {Avishek Joey Bose and
Gauthier Gidel and
Hugo Berard and
Andre Cianflone and
Pascal Vincent and
Simon Lacoste{-}Julien and
William L. Hamilton},
title = {Adversarial Example Games},
journal = {CoRR},
volume = {abs/2007.00720},
year = {2020},
url = {https://arxiv.org/abs/2007.00720},
eprinttype = {arXiv},
eprint = {2007.00720},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-03749,
author = {Ahmed Touati and
Pascal Vincent},
title = {Sharp Analysis of Smoothed Bellman Error Embedding},
journal = {CoRR},
volume = {abs/2007.03749},
year = {2020},
url = {https://arxiv.org/abs/2007.03749},
eprinttype = {arXiv},
eprint = {2007.03749},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-03749.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04202,
author = {Nicolas Loizou and
Hugo Berard and
Alexia Jolicoeur{-}Martineau and
Pascal Vincent and
Simon Lacoste{-}Julien and
Ioannis Mitliagkas},
title = {Stochastic Hamiltonian Gradient Methods for Smooth Games},
journal = {CoRR},
volume = {abs/2007.04202},
year = {2020},
url = {https://arxiv.org/abs/2007.04202},
eprinttype = {arXiv},
eprint = {2007.04202},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-04202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-00938,
author = {Aristide Baratin and
Thomas George and
C{\'{e}}sar Laurent and
R. Devon Hjelm and
Guillaume Lajoie and
Pascal Vincent and
Simon Lacoste{-}Julien},
title = {Implicit Regularization in Deep Learning: {A} View from Function Space},
journal = {CoRR},
volume = {abs/2008.00938},
year = {2020},
url = {https://arxiv.org/abs/2008.00938},
eprinttype = {arXiv},
eprint = {2008.00938},
timestamp = {Fri, 07 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-00938.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12870,
author = {Ahmed Touati and
Pascal Vincent},
title = {Efficient Learning in Non-Stationary Linear Markov Decision Processes},
journal = {CoRR},
volume = {abs/2010.12870},
year = {2020},
url = {https://arxiv.org/abs/2010.12870},
eprinttype = {arXiv},
eprint = {2010.12870},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12870.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangRMVYD19,
author = {Zizhao Zhang and
Adriana Romero and
Matthew J. Muckley and
Pascal Vincent and
Lin Yang and
Michal Drozdzal},
title = {Reducing Uncertainty in Undersampled {MRI} Reconstruction With Active
Acquisition},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {2049--2058},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Zhang\_Reducing\_Uncertainty\_in\_Undersampled\_MRI\_Reconstruction\_With\_Active\_Acquisition\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00215},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ZhangRMVYD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GidelBVVL19,
author = {Gauthier Gidel and
Hugo Berard and
Ga{\"{e}}tan Vignoud and
Pascal Vincent and
Simon Lacoste{-}Julien},
title = {A Variational Inequality Perspective on Generative Adversarial Networks},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=r1laEnA5Ym},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GidelBVVL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BouthillierLV19,
author = {Xavier Bouthillier and
C{\'{e}}sar Laurent and
Pascal Vincent},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Unreproducible Research is Reproducible},
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 = {725--734},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/bouthillier19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/BouthillierLV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TouatiSRPV19,
author = {Ahmed Touati and
Harsh Satija and
Joshua Romoff and
Joelle Pineau and
Pascal Vincent},
editor = {Amir Globerson and
Ricardo Silva},
title = {Randomized Value Functions via Multiplicative Normalizing Flows},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {422--432},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/touati20a.html},
timestamp = {Tue, 15 Dec 2020 17:40:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/TouatiSRPV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-03051,
author = {Zizhao Zhang and
Adriana Romero and
Matthew J. Muckley and
Pascal Vincent and
Lin Yang and
Michal Drozdzal},
title = {Reducing Uncertainty in Undersampled {MRI} Reconstruction with Active
Acquisition},
journal = {CoRR},
volume = {abs/1902.03051},
year = {2019},
url = {http://arxiv.org/abs/1902.03051},
eprinttype = {arXiv},
eprint = {1902.03051},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-03051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03704,
author = {Zilun Peng and
Ahmed Touati and
Pascal Vincent and
Doina Precup},
title = {{SVRG} for Policy Evaluation with Fewer Gradient Evaluations},
journal = {CoRR},
volume = {abs/1906.03704},
year = {2019},
url = {http://arxiv.org/abs/1906.03704},
eprinttype = {arXiv},
eprint = {1906.03704},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04282,
author = {Chin{-}Wei Huang and
Ahmed Touati and
Pascal Vincent and
Gintare Karolina Dziugaite and
Alexandre Lacoste and
Aaron C. Courville},
title = {Stochastic Neural Network with Kronecker Flow},
journal = {CoRR},
volume = {abs/1906.04282},
year = {2019},
url = {http://arxiv.org/abs/1906.04282},
eprinttype = {arXiv},
eprint = {1906.04282},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04282.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04848,
author = {Hugo Berard and
Gauthier Gidel and
Amjad Almahairi and
Pascal Vincent and
Simon Lacoste{-}Julien},
title = {A Closer Look at the Optimization Landscapes of Generative Adversarial
Networks},
journal = {CoRR},
volume = {abs/1906.04848},
year = {2019},
url = {http://arxiv.org/abs/1906.04848},
eprinttype = {arXiv},
eprint = {1906.04848},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04848.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-00061,
author = {Vincent Michalski and
Vikram Voleti and
Samira Ebrahimi Kahou and
Anthony Ortiz and
Pascal Vincent and
Chris Pal and
Doina Precup},
title = {An Empirical Study of Batch Normalization and Group Normalization
in Conditional Computation},
journal = {CoRR},
volume = {abs/1908.00061},
year = {2019},
url = {http://arxiv.org/abs/1908.00061},
eprinttype = {arXiv},
eprint = {1908.00061},
timestamp = {Fri, 09 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-00061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HonariMTVPK18,
author = {Sina Honari and
Pavlo Molchanov and
Stephen Tyree and
Pascal Vincent and
Christopher J. Pal and
Jan Kautz},
title = {Improving Landmark Localization With Semi-Supervised Learning},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {1546--1555},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Honari\_Improving\_Landmark\_Localization\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00167},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/HonariMTVPK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/BoscV18,
author = {Tom Bosc and
Pascal Vincent},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Auto-Encoding Dictionary Definitions into Consistent Word Embeddings},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {1522--1532},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1181},
doi = {10.18653/V1/D18-1181},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/BoscV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuangBTGVL18,
author = {Gabriel Huang and
Hugo Berard and
Ahmed Touati and
Gauthier Gidel and
Pascal Vincent and
Simon Lacoste{-}Julien},
title = {Parametric Adversarial Divergences are Good Task Losses for Generative
Modeling},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=B1TgRe-Iz},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuangBTGVL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LaurentGBBV18,
author = {C{\'{e}}sar Laurent and
Thomas George and
Xavier Bouthillier and
Nicolas Ballas and
Pascal Vincent},
title = {An Evaluation of Fisher Approximations Beyond Kronecker Factorization},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=ryVC6tkwG},
timestamp = {Thu, 04 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LaurentGBBV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TouatiBPV18,
author = {Ahmed Touati and
Pierre{-}Luc Bacon and
Doina Precup and
Pascal Vincent},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Convergent {TREE} {BACKUP} and {RETRACE} with Function Approximation},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {4962--4971},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/touati18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/TouatiBPV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GeorgeLBBV18,
author = {Thomas George and
C{\'{e}}sar Laurent and
Xavier Bouthillier and
Nicolas Ballas and
Pascal Vincent},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Fast Approximate Natural Gradient Descent in a Kronecker Factored
Eigenbasis},
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 = {9573--9583},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/48000647b315f6f00f913caa757a70b3-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GeorgeLBBV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-10551,
author = {Gauthier Gidel and
Hugo Berard and
Pascal Vincent and
Simon Lacoste{-}Julien},
title = {A Variational Inequality Perspective on Generative Adversarial Nets},
journal = {CoRR},
volume = {abs/1802.10551},
year = {2018},
url = {http://arxiv.org/abs/1802.10551},
eprinttype = {arXiv},
eprint = {1802.10551},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-10551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02315,
author = {Ahmed Touati and
Harsh Satija and
Joshua Romoff and
Joelle Pineau and
Pascal Vincent},
title = {Randomized Value Functions via Multiplicative Normalizing Flows},
journal = {CoRR},
volume = {abs/1806.02315},
year = {2018},
url = {http://arxiv.org/abs/1806.02315},
eprinttype = {arXiv},
eprint = {1806.02315},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02315.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-03884,
author = {Thomas George and
C{\'{e}}sar Laurent and
Xavier Bouthillier and
Nicolas Ballas and
Pascal Vincent},
title = {Fast Approximate Natural Gradient Descent in a Kronecker-factored
Eigenbasis},
journal = {CoRR},
volume = {abs/1806.03884},
year = {2018},
url = {http://arxiv.org/abs/1806.03884},
eprinttype = {arXiv},
eprint = {1806.03884},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-03884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08839,
author = {Jure Zbontar and
Florian Knoll and
Anuroop Sriram and
Matthew J. Muckley and
Mary Bruno and
Aaron Defazio and
Marc Parente and
Krzysztof J. Geras and
Joe Katsnelson and
Hersh Chandarana and
Zizhao Zhang and
Michal Drozdzal and
Adriana Romero and
Michael G. Rabbat and
Pascal Vincent and
James Pinkerton and
Duo Wang and
Nafissa Yakubova and
Erich Owens and
C. Lawrence Zitnick and
Michael P. Recht and
Daniel K. Sodickson and
Yvonne W. Lui},
title = {fastMRI: An Open Dataset and Benchmarks for Accelerated {MRI}},
journal = {CoRR},
volume = {abs/1811.08839},
year = {2018},
url = {http://arxiv.org/abs/1811.08839},
eprinttype = {arXiv},
eprint = {1811.08839},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KahouMMPV17,
author = {Samira Ebrahimi Kahou and
Vincent Michalski and
Roland Memisevic and
Christopher Joseph Pal and
Pascal Vincent},
title = {{RATM:} Recurrent Attentive Tracking Model},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {1613--1622},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPRW.2017.206},
doi = {10.1109/CVPRW.2017.206},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KahouMMPV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BordesHV17,
author = {Florian Bordes and
Sina Honari and
Pascal Vincent},
title = {Learning to Generate Samples from Noise through Infusion Training},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=BJAFbaolg},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BordesHV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LaurentBV17,
author = {C{\'{e}}sar Laurent and
Nicolas Ballas and
Pascal Vincent},
title = {Recurrent Normalization Propagation},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=r1hNW-MYg},
timestamp = {Thu, 04 Apr 2019 13:20:08 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LaurentBV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BordesHV17,
author = {Florian Bordes and
Sina Honari and
Pascal Vincent},
title = {Learning to Generate Samples from Noise through Infusion Training},
journal = {CoRR},
volume = {abs/1703.06975},
year = {2017},
url = {http://arxiv.org/abs/1703.06975},
eprinttype = {arXiv},
eprint = {1703.06975},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BordesHV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TouatiBPV17,
author = {Ahmed Touati and
Pierre{-}Luc Bacon and
Doina Precup and
Pascal Vincent},
title = {Convergent Tree-Backup and Retrace with Function Approximation},
journal = {CoRR},
volume = {abs/1705.09322},
year = {2017},
url = {http://arxiv.org/abs/1705.09322},
eprinttype = {arXiv},
eprint = {1705.09322},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TouatiBPV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BahdanauBJGVB17,
author = {Dzmitry Bahdanau and
Tom Bosc and
Stanislaw Jastrzebski and
Edward Grefenstette and
Pascal Vincent and
Yoshua Bengio},
title = {Learning to Compute Word Embeddings On the Fly},
journal = {CoRR},
volume = {abs/1706.00286},
year = {2017},
url = {http://arxiv.org/abs/1706.00286},
eprinttype = {arXiv},
eprint = {1706.00286},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BahdanauBJGVB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01591,
author = {Sina Honari and
Pavlo Molchanov and
Stephen Tyree and
Pascal Vincent and
Christopher Joseph Pal and
Jan Kautz},
title = {Improving Landmark Localization with Semi-Supervised Learning},
journal = {CoRR},
volume = {abs/1709.01591},
year = {2017},
url = {http://arxiv.org/abs/1709.01591},
eprinttype = {arXiv},
eprint = {1709.01591},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01591.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmui/KahouBLGMKJFDBF16,
author = {Samira Ebrahimi Kahou and
Xavier Bouthillier and
Pascal Lamblin and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Vincent Michalski and
Kishore Konda and
S{\'{e}}bastien Jean and
Pierre Froumenty and
Yann N. Dauphin and
Nicolas Boulanger{-}Lewandowski and
Raul Chandias Ferrari and
Mehdi Mirza and
David Warde{-}Farley and
Aaron C. Courville and
Pascal Vincent and
Roland Memisevic and
Christopher Joseph Pal and
Yoshua Bengio},
title = {EmoNets: Multimodal deep learning approaches for emotion recognition
in video},
journal = {J. Multimodal User Interfaces},
volume = {10},
number = {2},
pages = {99--111},
year = {2016},
url = {https://doi.org/10.1007/s12193-015-0195-2},
doi = {10.1007/S12193-015-0195-2},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmui/KahouBLGMKJFDBF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HonariYVP16,
author = {Sina Honari and
Jason Yosinski and
Pascal Vincent and
Christopher J. Pal},
title = {Recombinator Networks: Learning Coarse-to-Fine Feature Aggregation},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
pages = {5743--5752},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPR.2016.619},
doi = {10.1109/CVPR.2016.619},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/HonariYVP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/BrebissonV15,
author = {Alexandre de Br{\'{e}}bisson and
Pascal Vincent},
editor = {Yoshua Bengio and
Yann LeCun},
title = {An Exploration of Softmax Alternatives Belonging to the Spherical
Loss Family},
booktitle = {4th International Conference on Learning Representations, {ICLR} 2016,
San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
year = {2016},
url = {http://arxiv.org/abs/1511.05042},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BrebissonV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BrebissonV16a,
author = {Alexandre de Br{\'{e}}bisson and
Pascal Vincent},
title = {The Z-loss: a shift and scale invariant classification loss belonging
to the Spherical Family},
journal = {CoRR},
volume = {abs/1604.08859},
year = {2016},
url = {http://arxiv.org/abs/1604.08859},
eprinttype = {arXiv},
eprint = {1604.08859},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BrebissonV16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Al-RfouAAa16,
author = {Rami Al{-}Rfou and
Guillaume Alain and
Amjad Almahairi and
Christof Angerm{\"{u}}ller and
Dzmitry Bahdanau and
Nicolas Ballas and
Fr{\'{e}}d{\'{e}}ric Bastien and
Justin Bayer and
Anatoly Belikov and
Alexander Belopolsky and
Yoshua Bengio and
Arnaud Bergeron and
James Bergstra and
Valentin Bisson and
Josh Bleecher Snyder and
Nicolas Bouchard and
Nicolas Boulanger{-}Lewandowski and
Xavier Bouthillier and
Alexandre de Br{\'{e}}bisson and
Olivier Breuleux and
Pierre Luc Carrier and
Kyunghyun Cho and
Jan Chorowski and
Paul F. Christiano and
Tim Cooijmans and
Marc{-}Alexandre C{\^{o}}t{\'{e}} and
Myriam C{\^{o}}t{\'{e}} and
Aaron C. Courville and
Yann N. Dauphin and
Olivier Delalleau and
Julien Demouth and
Guillaume Desjardins and
Sander Dieleman and
Laurent Dinh and
Melanie Ducoffe and
Vincent Dumoulin and
Samira Ebrahimi Kahou and
Dumitru Erhan and
Ziye Fan and
Orhan Firat and
Mathieu Germain and
Xavier Glorot and
Ian J. Goodfellow and
Matthew Graham and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Philippe Hamel and
Iban Harlouchet and
Jean{-}Philippe Heng and
Bal{\'{a}}zs Hidasi and
Sina Honari and
Arjun Jain and
S{\'{e}}bastien Jean and
Kai Jia and
Mikhail Korobov and
Vivek Kulkarni and
Alex Lamb and
Pascal Lamblin and
Eric Larsen and
C{\'{e}}sar Laurent and
Sean Lee and
Simon Lefran{\c{c}}ois and
Simon Lemieux and
Nicholas L{\'{e}}onard and
Zhouhan Lin and
Jesse A. Livezey and
Cory Lorenz and
Jeremiah Lowin and
Qianli Ma and
Pierre{-}Antoine Manzagol and
Olivier Mastropietro and
Robert McGibbon and
Roland Memisevic and
Bart van Merri{\"{e}}nboer and
Vincent Michalski and
Mehdi Mirza and
Alberto Orlandi and
Christopher Joseph Pal and
Razvan Pascanu and
Mohammad Pezeshki and
Colin Raffel and
Daniel Renshaw and
Matthew Rocklin and
Adriana Romero and
Markus Roth and
Peter Sadowski and
John Salvatier and
Fran{\c{c}}ois Savard and
Jan Schl{\"{u}}ter and
John Schulman and
Gabriel Schwartz and
Iulian Vlad Serban and
Dmitriy Serdyuk and
Samira Shabanian and
{\'{E}}tienne Simon and
Sigurd Spieckermann and
S. Ramana Subramanyam and
Jakub Sygnowski and
J{\'{e}}r{\'{e}}mie Tanguay and
Gijs van Tulder and
Joseph P. Turian and
Sebastian Urban and
Pascal Vincent and
Francesco Visin and
Harm de Vries and
David Warde{-}Farley and
Dustin J. Webb and
Matthew Willson and
Kelvin Xu and
Lijun Xue and
Li Yao and
Saizheng Zhang and
Ying Zhang},
title = {Theano: {A} Python framework for fast computation of mathematical
expressions},
journal = {CoRR},
volume = {abs/1605.02688},
year = {2016},
url = {http://arxiv.org/abs/1605.02688},
eprinttype = {arXiv},
eprint = {1605.02688},
timestamp = {Thu, 30 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Al-RfouAAa16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChandarALVTB16,
author = {Sarath Chandar and
Sungjin Ahn and
Hugo Larochelle and
Pascal Vincent and
Gerald Tesauro and
Yoshua Bengio},
title = {Hierarchical Memory Networks},
journal = {CoRR},
volume = {abs/1605.07427},
year = {2016},
url = {http://arxiv.org/abs/1605.07427},
eprinttype = {arXiv},
eprint = {1605.07427},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChandarALVTB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VincentBB16,
author = {Pascal Vincent and
Alexandre de Br{\'{e}}bisson and
Xavier Bouthillier},
title = {Exact gradient updates in time independent of output size for the
spherical loss family},
journal = {CoRR},
volume = {abs/1606.08061},
year = {2016},
url = {http://arxiv.org/abs/1606.08061},
eprinttype = {arXiv},
eprint = {1606.08061},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VincentBB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BrebissonV16,
author = {Alexandre de Br{\'{e}}bisson and
Pascal Vincent},
title = {A Cheap Linear Attention Mechanism with Fast Lookups and Fixed-Size
Representations},
journal = {CoRR},
volume = {abs/1609.05866},
year = {2016},
url = {http://arxiv.org/abs/1609.05866},
eprinttype = {arXiv},
eprint = {1609.05866},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BrebissonV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VincentBB15,
author = {Pascal Vincent and
Alexandre de Br{\'{e}}bisson and
Xavier Bouthillier},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Efficient Exact Gradient Update for training Deep Networks with Very
Large Sparse Targets},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1108--1116},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/7f5d04d189dfb634e6a85bb9d9adf21e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/VincentBB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BrebissonSAVB15,
author = {Alexandre de Br{\'{e}}bisson and
{\'{E}}tienne Simon and
Alex Auvolat and
Pascal Vincent and
Yoshua Bengio},
editor = {Adolfo Mart{\'{\i}}nez Us{\'{o}} and
Jo{\~{a}}o Mendes{-}Moreira and
Lu{\'{\i}}s Moreira{-}Matias and
Meelis Kull and
Nicolas Lachiche},
title = {Artificial Neural Networks Applied to Taxi Destination Prediction},
booktitle = {Proceedings of the {ECML/PKDD} 2015 Discovery Challenges co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML-PKDD} 2015), Porto, Portugal,
September 7-11, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1526},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1526/paper21.pdf},
timestamp = {Mon, 03 Apr 2023 18:25:50 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BrebissonSAVB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/Vincent14,
author = {Pascal Vincent},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Efficient Exact Gradient Update for training Deep Networks with Very
Large Sparse Targets},
booktitle = {3rd International Conference on Learning Representations, {ICLR} 2015,
San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings},
year = {2015},
url = {http://arxiv.org/abs/1412.7091},
timestamp = {Wed, 17 Jul 2019 10:40:54 +0200},
biburl = {https://dblp.org/rec/journals/corr/Vincent14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KahouBLGMKJFDBF15,
author = {Samira Ebrahimi Kahou and
Xavier Bouthillier and
Pascal Lamblin and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Vincent Michalski and
Kishore Reddy Konda and
S{\'{e}}bastien Jean and
Pierre Froumenty and
Yann N. Dauphin and
Nicolas Boulanger{-}Lewandowski and
Raul Chandias Ferrari and
Mehdi Mirza and
David Warde{-}Farley and
Aaron C. Courville and
Pascal Vincent and
Roland Memisevic and
Christopher J. Pal and
Yoshua Bengio},
title = {EmoNets: Multimodal deep learning approaches for emotion recognition
in video},
journal = {CoRR},
volume = {abs/1503.01800},
year = {2015},
url = {http://arxiv.org/abs/1503.01800},
eprinttype = {arXiv},
eprint = {1503.01800},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KahouBLGMKJFDBF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlainBYYTZV15,
author = {Guillaume Alain and
Yoshua Bengio and
Li Yao and
Jason Yosinski and
Eric Thibodeau{-}Laufer and
Saizheng Zhang and
Pascal Vincent},
title = {GSNs : Generative Stochastic Networks},
journal = {CoRR},
volume = {abs/1503.05571},
year = {2015},
url = {http://arxiv.org/abs/1503.05571},
eprinttype = {arXiv},
eprint = {1503.05571},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlainBYYTZV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KondaBMV15,
author = {Kishore Reddy Konda and
Xavier Bouthillier and
Roland Memisevic and
Pascal Vincent},
title = {Dropout as data augmentation},
journal = {CoRR},
volume = {abs/1506.08700},
year = {2015},
url = {http://arxiv.org/abs/1506.08700},
eprinttype = {arXiv},
eprint = {1506.08700},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KondaBMV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AuvolatV15,
author = {Alex Auvolat and
Pascal Vincent},
title = {Clustering is Efficient for Approximate Maximum Inner Product Search},
journal = {CoRR},
volume = {abs/1507.05910},
year = {2015},
url = {http://arxiv.org/abs/1507.05910},
eprinttype = {arXiv},
eprint = {1507.05910},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/AuvolatV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BrebissonSAVB15,
author = {Alexandre de Br{\'{e}}bisson and
{\'{E}}tienne Simon and
Alex Auvolat and
Pascal Vincent and
Yoshua Bengio},
title = {Artificial Neural Networks Applied to Taxi Destination Prediction},
journal = {CoRR},
volume = {abs/1508.00021},
year = {2015},
url = {http://arxiv.org/abs/1508.00021},
eprinttype = {arXiv},
eprint = {1508.00021},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BrebissonSAVB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HonariYVP15,
author = {Sina Honari and
Jason Yosinski and
Pascal Vincent and
Christopher J. Pal},
title = {Recombinator Networks: Learning Coarse-to-Fine Feature Aggregation},
journal = {CoRR},
volume = {abs/1511.07356},
year = {2015},
url = {http://arxiv.org/abs/1511.07356},
eprinttype = {arXiv},
eprint = {1511.07356},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HonariYVP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/BengioCV13,
author = {Yoshua Bengio and
Aaron C. Courville and
Pascal Vincent},
title = {Representation Learning: {A} Review and New Perspectives},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {35},
number = {8},
pages = {1798--1828},
year = {2013},
url = {https://doi.org/10.1109/TPAMI.2013.50},
doi = {10.1109/TPAMI.2013.50},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/BengioCV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Boulanger-LewandowskiBV13,
author = {Nicolas Boulanger{-}Lewandowski and
Yoshua Bengio and
Pascal Vincent},
title = {High-dimensional sequence transduction},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {3178--3182},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638244},
doi = {10.1109/ICASSP.2013.6638244},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Boulanger-LewandowskiBV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/KanouPBFGMVCBFMJCDBAZLRDPWTSBKW13,
author = {Samira Ebrahimi Kahou and
Christopher J. Pal and
Xavier Bouthillier and
Pierre Froumenty and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Roland Memisevic and
Pascal Vincent and
Aaron C. Courville and
Yoshua Bengio and
Raul Chandias Ferrari and
Mehdi Mirza and
S{\'{e}}bastien Jean and
Pierre Luc Carrier and
Yann N. Dauphin and
Nicolas Boulanger{-}Lewandowski and
Abhishek Aggarwal and
Jeremie Zumer and
Pascal Lamblin and
Jean{-}Philippe Raymond and
Guillaume Desjardins and
Razvan Pascanu and
David Warde{-}Farley and
Atousa Torabi and
Arjun Sharma and
Emmanuel Bengio and
Kishore Reddy Konda and
Zhenzhou Wu},
editor = {Julien Epps and
Fang Chen and
Sharon L. Oviatt and
Kenji Mase and
Andrew Sears and
Kristiina Jokinen and
Bj{\"{o}}rn W. Schuller},
title = {Combining modality specific deep neural networks for emotion recognition
in video},
booktitle = {2013 International Conference on Multimodal Interaction, {ICMI} '13,
Sydney, NSW, Australia, December 9-13, 2013},
pages = {543--550},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2522848.2531745},
doi = {10.1145/2522848.2531745},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmi/KanouPBFGMVCBFMJCDBAZLRDPWTSBKW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/AlmousliV13,
author = {Hani Almousli and
Pascal Vincent},
editor = {Minho Lee and
Akira Hirose and
Zeng{-}Guang Hou and
Rhee Man Kil},
title = {Semi Supervised Autoencoders: Better Focusing Model Capacity during
Feature Extraction},
booktitle = {Neural Information Processing - 20th International Conference, {ICONIP}
2013, Daegu, Korea, November 3-7, 2013. Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8226},
pages = {328--335},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-42054-2\_41},
doi = {10.1007/978-3-642-42054-2\_41},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/iconip/AlmousliV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/MesnilRBGBV13a,
author = {Gr{\'{e}}goire Mesnil and
Salah Rifai and
Antoine Bordes and
Xavier Glorot and
Yoshua Bengio and
Pascal Vincent},
editor = {Ana L. N. Fred and
Maria De Marsico},
title = {Unsupervised Learning of Semantics of Object Detections for Scene
Categorization},
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 = {209--224},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-12610-4\_13},
doi = {10.1007/978-3-319-12610-4\_13},
timestamp = {Thu, 15 Jun 2017 21:36:18 +0200},
biburl = {https://dblp.org/rec/conf/icpram/MesnilRBGBV13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/MesnilRBGBV13,
author = {Gr{\'{e}}goire Mesnil and
Salah Rifai and
Antoine Bordes and
Xavier Glorot and
Yoshua Bengio and
Pascal Vincent},
editor = {Maria De Marsico and
Ana L. N. Fred},
title = {Unsupervised and Transfer Learning under Uncertainty - From Object
Detections to Scene Categorization},
booktitle = {{ICPRAM} 2013 - Proceedings of the 2nd International Conference on
Pattern Recognition Applications and Methods, Barcelona, Spain, 15-18
February, 2013},
pages = {345--354},
publisher = {SciTePress},
year = {2013},
timestamp = {Tue, 01 Oct 2013 13:16:05 +0200},
biburl = {https://dblp.org/rec/conf/icpram/MesnilRBGBV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/Boulanger-LewandowskiBV13,
author = {Nicolas Boulanger{-}Lewandowski and
Yoshua Bengio and
Pascal Vincent},
editor = {Alceu de Souza Britto Jr. and
Fabien Gouyon and
Simon Dixon},
title = {Audio Chord Recognition with Recurrent Neural Networks},
booktitle = {Proceedings of the 14th International Society for Music Information
Retrieval Conference, {ISMIR} 2013, Curitiba, Brazil, November 4-8,
2013},
pages = {335--340},
year = {2013},
url = {http://www.ppgia.pucpr.br/ismir2013/wp-content/uploads/2013/09/243\_Paper.pdf},
timestamp = {Thu, 05 Dec 2013 18:14:04 +0100},
biburl = {https://dblp.org/rec/conf/ismir/Boulanger-LewandowskiBV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BengioYAV13,
author = {Yoshua Bengio and
Li Yao and
Guillaume Alain and
Pascal Vincent},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Generalized Denoising Auto-Encoders as Generative Models},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {899--907},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/559cb990c9dffd8675f6bc2186971dc2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BengioYAV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-6663,
author = {Yoshua Bengio and
Li Yao and
Guillaume Alain and
Pascal Vincent},
title = {Generalized Denoising Auto-Encoders as Generative Models},
journal = {CoRR},
volume = {abs/1305.6663},
year = {2013},
url = {http://arxiv.org/abs/1305.6663},
eprinttype = {arXiv},
eprint = {1305.6663},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-6663.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/RifaiBCVM12,
author = {Salah Rifai and
Yoshua Bengio and
Aaron C. Courville and
Pascal Vincent and
Mehdi Mirza},
editor = {Andrew W. Fitzgibbon and
Svetlana Lazebnik and
Pietro Perona and
Yoichi Sato and
Cordelia Schmid},
title = {Disentangling Factors of Variation for Facial Expression Recognition},
booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {7577},
pages = {808--822},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33783-3\_58},
doi = {10.1007/978-3-642-33783-3\_58},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/RifaiBCVM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Boulanger-LewandowskiBV12,
author = {Nicolas Boulanger{-}Lewandowski and
Yoshua Bengio and
Pascal Vincent},
title = {Modeling Temporal Dependencies in High-Dimensional Sequences: Application
to Polyphonic Music Generation and Transcription},
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/590.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Boulanger-LewandowskiBV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RifaiDVB12,
author = {Salah Rifai and
Yann N. Dauphin and
Pascal Vincent and
Yoshua Bengio},
title = {A Generative Process for Contractive Auto-Encoders},
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/910.pdf},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RifaiDVB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/Boulanger-LewandowskiBV12,
author = {Nicolas Boulanger{-}Lewandowski and
Yoshua Bengio and
Pascal Vincent},
editor = {Fabien Gouyon and
Perfecto Herrera and
Luis Gustavo Martins and
Meinard M{\"{u}}ller},
title = {Discriminative Non-negative Matrix Factorization for Multiple Pitch
Estimation},
booktitle = {Proceedings of the 13th International Society for Music Information
Retrieval Conference, {ISMIR} 2012, Mosteiro S.Bento Da Vit{\'{o}}ria,
Porto, Portugal, October 8-12, 2012},
pages = {205--210},
publisher = {{FEUP} Edi{\c{c}}{\~{o}}es},
year = {2012},
url = {http://ismir2012.ismir.net/event/papers/205-ismir-2012.pdf},
timestamp = {Tue, 04 Jan 2022 10:38:10 +0100},
biburl = {https://dblp.org/rec/conf/ismir/Boulanger-LewandowskiBV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/MesnilDGRBGLMDWVCB12,
author = {Gr{\'{e}}goire Mesnil and
Yann N. Dauphin and
Xavier Glorot and
Salah Rifai and
Yoshua Bengio and
Ian J. Goodfellow and
Erick Lavoie and
Xavier Muller and
Guillaume Desjardins and
David Warde{-}Farley and
Pascal Vincent and
Aaron C. Courville and
James Bergstra},
editor = {Isabelle Guyon and
Gideon Dror and
Vincent Lemaire and
Graham W. Taylor and
Daniel L. Silver},
title = {Unsupervised and Transfer Learning Challenge: a Deep Learning Approach},
booktitle = {Unsupervised and Transfer Learning - Workshop held at {ICML} 2011,
Bellevue, Washington, USA, July 2, 2011},
series = {{JMLR} Proceedings},
volume = {27},
pages = {97--110},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v27/mesnil12a.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MesnilDGRBGLMDWVCB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-5538,
author = {Yoshua Bengio and
Aaron C. Courville and
Pascal Vincent},
title = {Unsupervised Feature Learning and Deep Learning: {A} Review and New
Perspectives},
journal = {CoRR},
volume = {abs/1206.5538},
year = {2012},
url = {http://arxiv.org/abs/1206.5538},
eprinttype = {arXiv},
eprint = {1206.5538},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-5538.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-1936,
author = {Nicolas Boulanger{-}Lewandowski and
Yoshua Bengio and
Pascal Vincent},
title = {High-dimensional sequence transduction},
journal = {CoRR},
volume = {abs/1212.1936},
year = {2012},
url = {http://arxiv.org/abs/1212.1936},
eprinttype = {arXiv},
eprint = {1212.1936},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-1936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbidm/DugasCDSV11,
author = {Charles Dugas and
Nicolas Chapados and
R{\'{e}}jean Ducharme and
Xavier Saint{-}Mleux and
Pascal Vincent},
title = {A high-order feature synthesis and selection algorithm applied to
insurance risk modelling},
journal = {Int. J. Bus. Intell. Data Min.},
volume = {6},
number = {3},
pages = {237--258},
year = {2011},
url = {https://doi.org/10.1504/IJBIDM.2011.041957},
doi = {10.1504/IJBIDM.2011.041957},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbidm/DugasCDSV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Vincent11,
author = {Pascal Vincent},
title = {A Connection Between Score Matching and Denoising Autoencoders},
journal = {Neural Comput.},
volume = {23},
number = {7},
pages = {1661--1674},
year = {2011},
url = {https://doi.org/10.1162/NECO\_a\_00142},
doi = {10.1162/NECO\_A\_00142},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Vincent11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/BreuleuxBV11,
author = {Olivier Breuleux and
Yoshua Bengio and
Pascal Vincent},
title = {Quickly Generating Representative Samples from an RBM-Derived Process},
journal = {Neural Comput.},
volume = {23},
number = {8},
pages = {2058--2073},
year = {2011},
url = {https://doi.org/10.1162/NECO\_a\_00158},
doi = {10.1162/NECO\_A\_00158},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/BreuleuxBV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RifaiVMGB11,
author = {Salah Rifai and
Pascal Vincent and
Xavier Muller and
Xavier Glorot and
Yoshua Bengio},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Contractive Auto-Encoders: Explicit Invariance During Feature Extraction},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {833--840},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/455\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RifaiVMGB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nems/GuillonSMNPV11,
author = {Samuel Guillon and
Daisuke Saya and
Laurent Mazenq and
Liviu Nicu and
Sorin Perisanu and
Pascal Vincent},
title = {Fabrication and characterization of 100-nm wide silicon nanocantilevers
using top-down approach},
booktitle = {6th {IEEE} International Conference on Nano/Micro Engineered and Molecular
Systems, {NEMS} 2011, Kaohsiung, Taiwan, February 20-23, 2011},
pages = {258--261},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/NEMS.2011.6017343},
doi = {10.1109/NEMS.2011.6017343},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nems/GuillonSMNPV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RifaiDVBM11,
author = {Salah Rifai and
Yann N. Dauphin and
Pascal Vincent and
Yoshua Bengio and
Xavier Muller},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {The Manifold Tangent Classifier},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2294--2302},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/d1f44e2f09dc172978a4d3151d11d63e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RifaiDVBM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RifaiMVMBDG11,
author = {Salah Rifai and
Gr{\'{e}}goire Mesnil and
Pascal Vincent and
Xavier Muller and
Yoshua Bengio and
Yann N. Dauphin and
Xavier Glorot},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Higher Order Contractive Auto-Encoder},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {645--660},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_41},
doi = {10.1007/978-3-642-23783-6\_41},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RifaiMVMBDG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1104-3250,
author = {Salah Rifai and
Xavier Glorot and
Yoshua Bengio and
Pascal Vincent},
title = {Adding noise to the input of a model trained with a regularized objective},
journal = {CoRR},
volume = {abs/1104.3250},
year = {2011},
url = {http://arxiv.org/abs/1104.3250},
eprinttype = {arXiv},
eprint = {1104.3250},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1104-3250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1104-4153,
author = {Salah Rifai and
Xavier Muller and
Xavier Glorot and
Gr{\'{e}}goire Mesnil and
Yoshua Bengio and
Pascal Vincent},
title = {Learning invariant features through local space contraction},
journal = {CoRR},
volume = {abs/1104.4153},
year = {2011},
url = {http://arxiv.org/abs/1104.4153},
eprinttype = {arXiv},
eprint = {1104.4153},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1104-4153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ErhanBCMVB10,
author = {Dumitru Erhan and
Yoshua Bengio and
Aaron C. Courville and
Pierre{-}Antoine Manzagol and
Pascal Vincent and
Samy Bengio},
title = {Why Does Unsupervised Pre-training Help Deep Learning?},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {625--660},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756025},
doi = {10.5555/1756006.1756025},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ErhanBCMVB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VincentLLBM10,
author = {Pascal Vincent and
Hugo Larochelle and
Isabelle Lajoie and
Yoshua Bengio and
Pierre{-}Antoine Manzagol},
title = {Stacked Denoising Autoencoders: Learning Useful Representations in
a Deep Network with a Local Denoising Criterion},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3371--3408},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953039},
doi = {10.5555/1756006.1953039},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VincentLLBM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/DesjardinsCBVD10,
author = {Guillaume Desjardins and
Aaron C. Courville and
Yoshua Bengio and
Pascal Vincent and
Olivier Delalleau},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Tempered Markov Chain Monte Carlo for training of Restricted Boltzmann
Machines},
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 = {145--152},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/desjardins10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DesjardinsCBVD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ErhanCBV10,
author = {Dumitru Erhan and
Aaron C. Courville and
Yoshua Bengio and
Pascal Vincent},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Why Does Unsupervised Pre-training Help Deep Learning?},
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 = {201--208},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/erhan10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ErhanCBV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ErhanMBBV09,
author = {Dumitru Erhan and
Pierre{-}Antoine Manzagol and
Yoshua Bengio and
Samy Bengio and
Pascal Vincent},
editor = {David A. Van Dyk and
Max Welling},
title = {The Difficulty of Training Deep Architectures and the Effect of Unsupervised
Pre-Training},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {153--160},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/erhan09a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ErhanMBBV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LarochelleEV09,
author = {Hugo Larochelle and
Dumitru Erhan and
Pascal Vincent},
editor = {David A. Van Dyk and
Max Welling},
title = {Deep Learning using Robust Interdependent Codes},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {312--319},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/larochelle09a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LarochelleEV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChapadosDVD08,
author = {Nicolas Chapados and
Charles Dugas and
Pascal Vincent and
R{\'{e}}jean Ducharme},
title = {Scoring Models for Insurance Risk Sharing Pool Opimization},
booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on
Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {97--105},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDMW.2008.132},
doi = {10.1109/ICDMW.2008.132},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChapadosDVD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/VincentLBM08,
author = {Pascal Vincent and
Hugo Larochelle and
Yoshua Bengio and
Pierre{-}Antoine Manzagol},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Extracting and composing robust features with denoising autoencoders},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {1096--1103},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390294},
doi = {10.1145/1390156.1390294},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/VincentLBM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SonnenburgBOBBHLMPRRSSVWW07,
author = {S{\"{o}}ren Sonnenburg and
Mikio L. Braun and
Cheng Soon Ong and
Samy Bengio and
L{\'{e}}on Bottou and
Geoffrey Holmes and
Yann LeCun and
Klaus{-}Robert M{\"{u}}ller and
Fernando Pereira and
Carl Edward Rasmussen and
Gunnar R{\"{a}}tsch and
Bernhard Sch{\"{o}}lkopf and
Alexander J. Smola and
Pascal Vincent and
Jason Weston and
Robert C. Williamson},
title = {The Need for Open Source Software in Machine Learning},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {2443--2466},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1314577},
doi = {10.5555/1314498.1314577},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/SonnenburgBOBBHLMPRRSSVWW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/06/BengioDRPVO06,
author = {Yoshua Bengio and
Olivier Delalleau and
Nicolas Le Roux and
Jean{-}Fran{\c{c}}ois Paiement and
Pascal Vincent and
Marie Ouimet},
editor = {Isabelle Guyon and
Masoud Nikravesh and
Steve R. Gunn and
Lotfi A. Zadeh},
title = {Spectral Dimensionality Reduction},
booktitle = {Feature Extraction - Foundations and Applications},
series = {Studies in Fuzziness and Soft Computing},
volume = {207},
pages = {519--550},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-35488-8\_28},
doi = {10.1007/978-3-540-35488-8\_28},
timestamp = {Fri, 26 Jul 2019 12:50:23 +0200},
biburl = {https://dblp.org/rec/books/sp/06/BengioDRPVO06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BengioLV05,
author = {Yoshua Bengio and
Hugo Larochelle and
Pascal Vincent},
title = {Non-Local Manifold Parzen Windows},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {115--122},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/17eb7ecc4c38e4705361cccd903ad8c6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BengioLV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BengioRVDM05,
author = {Yoshua Bengio and
Nicolas Le Roux and
Pascal Vincent and
Olivier Delalleau and
Patrice Marcotte},
title = {Convex Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {123--130},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/0fc170ecbb8ff1afb2c6de48ea5343e7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BengioRVDM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/BengioDRPVO04,
author = {Yoshua Bengio and
Olivier Delalleau and
Nicolas Le Roux and
Jean{-}Fran{\c{c}}ois Paiement and
Pascal Vincent and
Marie Ouimet},
title = {Learning Eigenfunctions Links Spectral Embedding and Kernel {PCA}},
journal = {Neural Comput.},
volume = {16},
number = {10},
pages = {2197--2219},
year = {2004},
url = {https://doi.org/10.1162/0899766041732396},
doi = {10.1162/0899766041732396},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/BengioDRPVO04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BengioDVJ03,
author = {Yoshua Bengio and
R{\'{e}}jean Ducharme and
Pascal Vincent and
Christian Janvin},
title = {A Neural Probabilistic Language Model},
journal = {J. Mach. Learn. Res.},
volume = {3},
pages = {1137--1155},
year = {2003},
url = {https://jmlr.org/papers/v3/bengio03a.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BengioDVJ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BengioPVDRO03,
author = {Yoshua Bengio and
Jean{-}Fran{\c{c}}ois Paiement and
Pascal Vincent and
Olivier Delalleau and
Nicolas Le Roux and
Marie Ouimet},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral
Clustering},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {177--184},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/cf05968255451bdefe3c5bc64d550517-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BengioPVDRO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VincentB02,
author = {Pascal Vincent and
Yoshua Bengio},
title = {Kernel Matching Pursuit},
journal = {Mach. Learn.},
volume = {48},
number = {1-3},
pages = {165--187},
year = {2002},
url = {https://doi.org/10.1023/A:1013955821559},
doi = {10.1023/A:1013955821559},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/VincentB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VincentB02,
author = {Pascal Vincent and
Yoshua Bengio},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Manifold Parzen Windows},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {825--832},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/2d969e2cee8cfa07ce7ca0bb13c7a36d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/VincentB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VincentB01,
author = {Pascal Vincent and
Yoshua Bengio},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {K-Local Hyperplane and Convex Distance Nearest Neighbor Algorithms},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {985--992},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/1359aa933b48b754a2f54adb688bfa77-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/VincentB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChapadosBVGDTM01,
author = {Nicolas Chapados and
Yoshua Bengio and
Pascal Vincent and
Joumana Ghosn and
Charles Dugas and
Ichiro Takeuchi and
Linyan Meng},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Estimating Car Insurance Premia: a Case Study in High-Dimensional
Data Inference},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {1369--1376},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/2d405b367158e3f12d7c1e31a96b3af3-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChapadosBVGDTM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robocup/BenosmanBBBCCCALPRSVV01,
author = {Ryad Benosman and
Francis Bras and
Frederic Bach and
Simon Boulay and
Emmanuelle Cahn and
Sylvain Come and
Gilles Corduri{\'{e}} and
Jarlegan Marie Annick and
Lapied Loic and
Cyrille Potereau and
Franck Richard and
Samedi Sath and
Xavier Vasseur and
Pascal Vincent},
editor = {Andreas Birk and
Silvia Coradeschi and
Satoshi Tadokoro},
title = {{ROBOSIX} {UPMC-CFA:} RoboCup Team Description},
booktitle = {RoboCup 2001: Robot Soccer World Cup {V}},
series = {Lecture Notes in Computer Science},
volume = {2377},
pages = {665--668},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45603-1\_108},
doi = {10.1007/3-540-45603-1\_108},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/robocup/BenosmanBBBCCCALPRSVV01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/VincentB00,
author = {Pascal Vincent and
Yoshua Bengio},
title = {A Neural Support Vector Network Architecture with Adaptive Kernels},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 5},
pages = {187--192},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.861455},
doi = {10.1109/IJCNN.2000.861455},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/VincentB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BengioDV00,
author = {Yoshua Bengio and
R{\'{e}}jean Ducharme and
Pascal Vincent},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {A Neural Probabilistic Language Model},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {932--938},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/728f206c2a01bf572b5940d7d9a8fa4c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BengioDV00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/HaffnerLBHVR99,
author = {Patrick Haffner and
Yann LeCun and
L{\'{e}}on Bottou and
Paul G. Howard and
Pascal Vincent and
Bill Riemers},
title = {Color Documents on the Web with {DJVU}},
booktitle = {Proceedings of the 1999 International Conference on Image Processing,
{ICIP} '99, Kobe, Japan, October 24-28, 1999},
pages = {239--243},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/ICIP.1999.821605},
doi = {10.1109/ICIP.1999.821605},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/HaffnerLBHVR99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mva/ThevenouxV90,
author = {Patrick Th{\'{e}}venoux and
Pascal Vincent},
title = {Region Tracking through Neural Classifier},
booktitle = {Proceedings of {IAPR} Workshop on Machine Vision Applications, {MVA}
1990, November 28-30, 1990, Kokubunji, Tokyo, Japan},
pages = {275--278},
year = {1990},
url = {http://b2.cvl.iis.u-tokyo.ac.jp/mva/proceedings/CommemorativeDVD/1990/papers/1990275.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mva/ThevenouxV90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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