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ORCIDBibTeX records: Piotr Bojanowski
@article{DBLP:journals/tmlr/OquabDMVSKFHMEA24,
author = {Maxime Oquab and
Timoth{\'{e}}e Darcet and
Th{\'{e}}o Moutakanni and
Huy V. Vo and
Marc Szafraniec and
Vasil Khalidov and
Pierre Fernandez and
Daniel Haziza and
Francisco Massa and
Alaaeldin El{-}Nouby and
Mido Assran and
Nicolas Ballas and
Wojciech Galuba and
Russell Howes and
Po{-}Yao Huang and
Shang{-}Wen Li and
Ishan Misra and
Michael Rabbat and
Vasu Sharma and
Gabriel Synnaeve and
Hu Xu and
Herv{\'{e}} J{\'{e}}gou and
Julien Mairal and
Patrick Labatut and
Armand Joulin and
Piotr Bojanowski},
title = {DINOv2: Learning Robust Visual Features without Supervision},
journal = {Trans. Mach. Learn. Res.},
volume = {2024},
year = {2024},
url = {https://openreview.net/forum?id=a68SUt6zFt},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/OquabDMVSKFHMEA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DarcetOMB24,
author = {Timoth{\'{e}}e Darcet and
Maxime Oquab and
Julien Mairal and
Piotr Bojanowski},
title = {Vision Transformers Need Registers},
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=2dnO3LLiJ1},
timestamp = {Mon, 29 Jul 2024 16:19:40 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DarcetOMB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-01469,
author = {Th{\'{e}}o Moutakanni and
Piotr Bojanowski and
Guillaume Chassagnon and
C{\'{e}}line Hudelot and
Armand Joulin and
Yann LeCun and
Matthew Muckley and
Maxime Oquab and
Marie{-}Pierre Revel and
Maria Vakalopoulou},
title = {Advancing human-centric {AI} for robust X-ray analysis through holistic
self-supervised learning},
journal = {CoRR},
volume = {abs/2405.01469},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.01469},
doi = {10.48550/ARXIV.2405.01469},
eprinttype = {arXiv},
eprint = {2405.01469},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-01469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-15613,
author = {Huy V. Vo and
Vasil Khalidov and
Timoth{\'{e}}e Darcet and
Th{\'{e}}o Moutakanni and
Nikita Smetanin and
Marc Szafraniec and
Hugo Touvron and
Camille Couprie and
Maxime Oquab and
Armand Joulin and
Herv{\'{e}} J{\'{e}}gou and
Patrick Labatut and
Piotr Bojanowski},
title = {Automatic Data Curation for Self-Supervised Learning: {A} Clustering-Based
Approach},
journal = {CoRR},
volume = {abs/2405.15613},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.15613},
doi = {10.48550/ARXIV.2405.15613},
eprinttype = {arXiv},
eprint = {2405.15613},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-15613.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-09294,
author = {Th{\'{e}}o Moutakanni and
Maxime Oquab and
Marc Szafraniec and
Maria Vakalopoulou and
Piotr Bojanowski},
title = {You Don't Need Data-Augmentation in Self-Supervised Learning},
journal = {CoRR},
volume = {abs/2406.09294},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.09294},
doi = {10.48550/ARXIV.2406.09294},
eprinttype = {arXiv},
eprint = {2406.09294},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-09294.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/TouvronBCCEGIJSVJ23,
author = {Hugo Touvron and
Piotr Bojanowski and
Mathilde Caron and
Matthieu Cord and
Alaaeldin El{-}Nouby and
Edouard Grave and
Gautier Izacard and
Armand Joulin and
Gabriel Synnaeve and
Jakob Verbeek and
Herv{\'{e}} J{\'{e}}gou},
title = {ResMLP: Feedforward Networks for Image Classification With Data-Efficient
Training},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {4},
pages = {5314--5321},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3206148},
doi = {10.1109/TPAMI.2022.3206148},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/TouvronBCCEGIJSVJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TouvronCOBVJ23,
author = {Hugo Touvron and
Matthieu Cord and
Maxime Oquab and
Piotr Bojanowski and
Jakob Verbeek and
Herv{\'{e}} J{\'{e}}gou},
title = {Co-training 2L Submodels for Visual Recognition},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {11701--11710},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01126},
doi = {10.1109/CVPR52729.2023.01126},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/TouvronCOBVJ23.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}
}
@article{DBLP:journals/corr/abs-2301-02099,
author = {Lina Mezghani and
Sainbayar Sukhbaatar and
Piotr Bojanowski and
Alessandro Lazaric and
Karteek Alahari},
title = {Learning Goal-Conditioned Policies Offline with Self-Supervised Reward
Shaping},
journal = {CoRR},
volume = {abs/2301.02099},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.02099},
doi = {10.48550/ARXIV.2301.02099},
eprinttype = {arXiv},
eprint = {2301.02099},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-02099.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-2304-07193,
author = {Maxime Oquab and
Timoth{\'{e}}e Darcet and
Th{\'{e}}o Moutakanni and
Huy V. Vo and
Marc Szafraniec and
Vasil Khalidov and
Pierre Fernandez and
Daniel Haziza and
Francisco Massa and
Alaaeldin El{-}Nouby and
Mahmoud Assran and
Nicolas Ballas and
Wojciech Galuba and
Russell Howes and
Po{-}Yao Huang and
Shang{-}Wen Li and
Ishan Misra and
Michael G. Rabbat and
Vasu Sharma and
Gabriel Synnaeve and
Hu Xu and
Herv{\'{e}} J{\'{e}}gou and
Julien Mairal and
Patrick Labatut and
Armand Joulin and
Piotr Bojanowski},
title = {DINOv2: Learning Robust Visual Features without Supervision},
journal = {CoRR},
volume = {abs/2304.07193},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.07193},
doi = {10.48550/ARXIV.2304.07193},
eprinttype = {arXiv},
eprint = {2304.07193},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-07193.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-07213,
author = {Jamie Tolan and
Hung{-}I Yang and
Ben Nosarzewski and
Guillaume Couairon and
Huy V. Vo and
John Brandt and
Justine Spore and
Sayantan Majumdar and
Daniel Haziza and
Janaki Vamaraju and
Th{\'{e}}o Moutakanni and
Piotr Bojanowski and
Tracy Johns and
Brian White and
Tobias Tiecke and
Camille Couprie},
title = {Sub-meter resolution canopy height maps using self-supervised learning
and a vision transformer trained on Aerial and {GEDI} Lidar},
journal = {CoRR},
volume = {abs/2304.07213},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.07213},
doi = {10.48550/ARXIV.2304.07213},
eprinttype = {arXiv},
eprint = {2304.07213},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-07213.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-11063,
author = {Lina Mezghani and
Piotr Bojanowski and
Karteek Alahari and
Sainbayar Sukhbaatar},
title = {Think Before You Act: Unified Policy for Interleaving Language Reasoning
with Actions},
journal = {CoRR},
volume = {abs/2304.11063},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.11063},
doi = {10.48550/ARXIV.2304.11063},
eprinttype = {arXiv},
eprint = {2304.11063},
timestamp = {Tue, 02 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-11063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-16588,
author = {Timoth{\'{e}}e Darcet and
Maxime Oquab and
Julien Mairal and
Piotr Bojanowski},
title = {Vision Transformers Need Registers},
journal = {CoRR},
volume = {abs/2309.16588},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.16588},
doi = {10.48550/ARXIV.2309.16588},
eprinttype = {arXiv},
eprint = {2309.16588},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-16588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/IzacardCHRBJG22,
author = {Gautier Izacard and
Mathilde Caron and
Lucas Hosseini and
Sebastian Riedel and
Piotr Bojanowski and
Armand Joulin and
Edouard Grave},
title = {Unsupervised Dense Information Retrieval with Contrastive Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=jKN1pXi7b0},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/IzacardCHRBJG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/MezghaniSBLA22,
author = {Lina Mezghani and
Sainbayar Sukhbaatar and
Piotr Bojanowski and
Alessandro Lazaric and
Karteek Alahari},
editor = {Karen Liu and
Dana Kulic and
Jeffrey Ichnowski},
title = {Learning Goal-Conditioned Policies Offline with Self-Supervised Reward
Shaping},
booktitle = {Conference on Robot Learning, CoRL 2022, 14-18 December 2022, Auckland,
New Zealand},
series = {Proceedings of Machine Learning Research},
volume = {205},
pages = {1401--1410},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v205/mezghani23a.html},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/corl/MezghaniSBLA22.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/iros/MezghaniSLMBBA22,
author = {Lina Mezghani and
Sainbayar Sukhbaatar and
Thibaut Lavril and
Oleksandr Maksymets and
Dhruv Batra and
Piotr Bojanowski and
Karteek Alahari},
title = {Memory-Augmented Reinforcement Learning for Image-Goal Navigation},
booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
{IROS} 2022, Kyoto, Japan, October 23-27, 2022},
pages = {3316--3323},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IROS47612.2022.9981090},
doi = {10.1109/IROS47612.2022.9981090},
timestamp = {Tue, 03 Jan 2023 14:18:21 +0100},
biburl = {https://dblp.org/rec/conf/iros/MezghaniSLMBBA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08360,
author = {Priya Goyal and
Quentin Duval and
Isaac Seessel and
Mathilde Caron and
Ishan Misra and
Levent Sagun and
Armand Joulin and
Piotr Bojanowski},
title = {Vision Models Are More Robust And Fair When Pretrained On Uncurated
Images Without Supervision},
journal = {CoRR},
volume = {abs/2202.08360},
year = {2022},
url = {https://arxiv.org/abs/2202.08360},
eprinttype = {arXiv},
eprint = {2202.08360},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08360.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-2206-11733,
author = {Lina Mezghani and
Sainbayar Sukhbaatar and
Piotr Bojanowski and
Karteek Alahari},
title = {Walk the Random Walk: Learning to Discover and Reach Goals Without
Supervision},
journal = {CoRR},
volume = {abs/2206.11733},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.11733},
doi = {10.48550/ARXIV.2206.11733},
eprinttype = {arXiv},
eprint = {2206.11733},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-11733.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-2212-04884,
author = {Hugo Touvron and
Matthieu Cord and
Maxime Oquab and
Piotr Bojanowski and
Jakob Verbeek and
Herv{\'{e}} J{\'{e}}gou},
title = {Co-training 2\({}^{\mbox{L}}\) Submodels for Visual Recognition},
journal = {CoRR},
volume = {abs/2212.04884},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.04884},
doi = {10.48550/ARXIV.2212.04884},
eprinttype = {arXiv},
eprint = {2212.04884},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-04884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/AssranCMBJBR21,
author = {Mahmoud Assran and
Mathilde Caron and
Ishan Misra and
Piotr Bojanowski and
Armand Joulin and
Nicolas Ballas and
Michael G. Rabbat},
title = {Semi-Supervised Learning of Visual Features by Non-Parametrically
Predicting View Assignments with Support Samples},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {8423--8432},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00833},
doi = {10.1109/ICCV48922.2021.00833},
timestamp = {Fri, 11 Mar 2022 10:01:27 +0100},
biburl = {https://dblp.org/rec/conf/iccv/AssranCMBJBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/CaronTMJMBJ21,
author = {Mathilde Caron and
Hugo Touvron and
Ishan Misra and
Herv{\'{e}} J{\'{e}}gou and
Julien Mairal and
Piotr Bojanowski and
Armand Joulin},
title = {Emerging Properties in Self-Supervised Vision Transformers},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {9630--9640},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00951},
doi = {10.1109/ICCV48922.2021.00951},
timestamp = {Fri, 11 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/CaronTMJMBJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AliTCBDJLNSVJ21,
author = {Alaaeldin Ali and
Hugo Touvron and
Mathilde Caron and
Piotr Bojanowski and
Matthijs Douze and
Armand Joulin and
Ivan Laptev and
Natalia Neverova and
Gabriel Synnaeve and
Jakob Verbeek and
Herv{\'{e}} J{\'{e}}gou},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {XCiT: Cross-Covariance Image Transformers},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {20014--20027},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/a655fbe4b8d7439994aa37ddad80de56-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/AliTCBDJLNSVJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-05181,
author = {Lina Mezghani and
Sainbayar Sukhbaatar and
Thibaut Lavril and
Oleksandr Maksymets and
Dhruv Batra and
Piotr Bojanowski and
Karteek Alahari},
title = {Memory-Augmented Reinforcement Learning for Image-Goal Navigation},
journal = {CoRR},
volume = {abs/2101.05181},
year = {2021},
url = {https://arxiv.org/abs/2101.05181},
eprinttype = {arXiv},
eprint = {2101.05181},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-05181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01988,
author = {Priya Goyal and
Mathilde Caron and
Benjamin Lefaudeux and
Min Xu and
Pengchao Wang and
Vivek Pai and
Mannat Singh and
Vitaliy Liptchinsky and
Ishan Misra and
Armand Joulin and
Piotr Bojanowski},
title = {Self-supervised Pretraining of Visual Features in the Wild},
journal = {CoRR},
volume = {abs/2103.01988},
year = {2021},
url = {https://arxiv.org/abs/2103.01988},
eprinttype = {arXiv},
eprint = {2103.01988},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-01988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-13963,
author = {Mahmoud Assran and
Mathilde Caron and
Ishan Misra and
Piotr Bojanowski and
Armand Joulin and
Nicolas Ballas and
Michael G. Rabbat},
title = {Semi-Supervised Learning of Visual Features by Non-Parametrically
Predicting View Assignments with Support Samples},
journal = {CoRR},
volume = {abs/2104.13963},
year = {2021},
url = {https://arxiv.org/abs/2104.13963},
eprinttype = {arXiv},
eprint = {2104.13963},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-13963.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-14294,
author = {Mathilde Caron and
Hugo Touvron and
Ishan Misra and
Herv{\'{e}} J{\'{e}}gou and
Julien Mairal and
Piotr Bojanowski and
Armand Joulin},
title = {Emerging Properties in Self-Supervised Vision Transformers},
journal = {CoRR},
volume = {abs/2104.14294},
year = {2021},
url = {https://arxiv.org/abs/2104.14294},
eprinttype = {arXiv},
eprint = {2104.14294},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-14294.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-03404,
author = {Hugo Touvron and
Piotr Bojanowski and
Mathilde Caron and
Matthieu Cord and
Alaaeldin El{-}Nouby and
Edouard Grave and
Armand Joulin and
Gabriel Synnaeve and
Jakob Verbeek and
Herv{\'{e}} J{\'{e}}gou},
title = {ResMLP: Feedforward networks for image classification with data-efficient
training},
journal = {CoRR},
volume = {abs/2105.03404},
year = {2021},
url = {https://arxiv.org/abs/2105.03404},
eprinttype = {arXiv},
eprint = {2105.03404},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-03404.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09681,
author = {Alaaeldin El{-}Nouby and
Hugo Touvron and
Mathilde Caron and
Piotr Bojanowski and
Matthijs Douze and
Armand Joulin and
Ivan Laptev and
Natalia Neverova and
Gabriel Synnaeve and
Jakob Verbeek and
Herv{\'{e}} J{\'{e}}gou},
title = {XCiT: Cross-Covariance Image Transformers},
journal = {CoRR},
volume = {abs/2106.09681},
year = {2021},
url = {https://arxiv.org/abs/2106.09681},
eprinttype = {arXiv},
eprint = {2106.09681},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09118,
author = {Gautier Izacard and
Mathilde Caron and
Lucas Hosseini and
Sebastian Riedel and
Piotr Bojanowski and
Armand Joulin and
Edouard Grave},
title = {Towards Unsupervised Dense Information Retrieval with Contrastive
Learning},
journal = {CoRR},
volume = {abs/2112.09118},
year = {2021},
url = {https://arxiv.org/abs/2112.09118},
eprinttype = {arXiv},
eprint = {2112.09118},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-09118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-13692,
author = {Hugo Touvron and
Matthieu Cord and
Alaaeldin El{-}Nouby and
Piotr Bojanowski and
Armand Joulin and
Gabriel Synnaeve and
Herv{\'{e}} J{\'{e}}gou},
title = {Augmenting Convolutional networks with attention-based aggregation},
journal = {CoRR},
volume = {abs/2112.13692},
year = {2021},
url = {https://arxiv.org/abs/2112.13692},
eprinttype = {arXiv},
eprint = {2112.13692},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-13692.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CaronMMGBJ20,
author = {Mathilde Caron and
Ishan Misra and
Julien Mairal and
Priya Goyal and
Piotr Bojanowski and
Armand Joulin},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Unsupervised Learning of Visual Features by Contrasting Cluster Assignments},
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/70feb62b69f16e0238f741fab228fec2-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CaronMMGBJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-03554,
author = {Mathilde Caron and
Ari Morcos and
Piotr Bojanowski and
Julien Mairal and
Armand Joulin},
title = {Pruning Convolutional Neural Networks with Self-Supervision},
journal = {CoRR},
volume = {abs/2001.03554},
year = {2020},
url = {https://arxiv.org/abs/2001.03554},
eprinttype = {arXiv},
eprint = {2001.03554},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-03554.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-04954,
author = {Lina Mezghani and
Sainbayar Sukhbaatar and
Arthur Szlam and
Armand Joulin and
Piotr Bojanowski},
title = {Learning to Visually Navigate in Photorealistic Environments Without
any Supervision},
journal = {CoRR},
volume = {abs/2004.04954},
year = {2020},
url = {https://arxiv.org/abs/2004.04954},
eprinttype = {arXiv},
eprint = {2004.04954},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-04954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09882,
author = {Mathilde Caron and
Ishan Misra and
Julien Mairal and
Priya Goyal and
Piotr Bojanowski and
Armand Joulin},
title = {Unsupervised Learning of Visual Features by Contrasting Cluster Assignments},
journal = {CoRR},
volume = {abs/2006.09882},
year = {2020},
url = {https://arxiv.org/abs/2006.09882},
eprinttype = {arXiv},
eprint = {2006.09882},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-09882.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SukhbaatarGBJ19,
author = {Sainbayar Sukhbaatar and
Edouard Grave and
Piotr Bojanowski and
Armand Joulin},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Adaptive Attention Span in Transformers},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {331--335},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1032},
doi = {10.18653/V1/P19-1032},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SukhbaatarGBJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GraveSBJ19,
author = {Edouard Grave and
Sainbayar Sukhbaatar and
Piotr Bojanowski and
Armand Joulin},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Training Hybrid Language Models by Marginalizing over Segmentations},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {1477--1482},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1143},
doi = {10.18653/V1/P19-1143},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/GraveSBJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/CaronBMJ19,
author = {Mathilde Caron and
Piotr Bojanowski and
Julien Mairal and
Armand Joulin},
title = {Unsupervised Pre-Training of Image Features on Non-Curated Data},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2019, Seoul, Korea (South), October 27 - November 2, 2019},
pages = {2959--2968},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCV.2019.00305},
doi = {10.1109/ICCV.2019.00305},
timestamp = {Thu, 05 Mar 2020 10:01:04 +0100},
biburl = {https://dblp.org/rec/conf/iccv/CaronBMJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/EdizelPBFGS19,
author = {Bora Edizel and
Aleksandra Piktus and
Piotr Bojanowski and
Rui Ferreira and
Edouard Grave and
Fabrizio Silvestri},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {Misspelling Oblivious Word Embeddings},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {3226--3234},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1326},
doi = {10.18653/V1/N19-1326},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/EdizelPBFGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-01278,
author = {Mathilde Caron and
Piotr Bojanowski and
Julien Mairal and
Armand Joulin},
title = {Leveraging Large-Scale Uncurated Data for Unsupervised Pre-training
of Visual Features},
journal = {CoRR},
volume = {abs/1905.01278},
year = {2019},
url = {http://arxiv.org/abs/1905.01278},
eprinttype = {arXiv},
eprint = {1905.01278},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-01278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-07799,
author = {Sainbayar Sukhbaatar and
Edouard Grave and
Piotr Bojanowski and
Armand Joulin},
title = {Adaptive Attention Span in Transformers},
journal = {CoRR},
volume = {abs/1905.07799},
year = {2019},
url = {http://arxiv.org/abs/1905.07799},
eprinttype = {arXiv},
eprint = {1905.07799},
timestamp = {Tue, 28 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-07799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-09755,
author = {Bora Edizel and
Aleksandra Piktus and
Piotr Bojanowski and
Rui Ferreira and
Edouard Grave and
Fabrizio Silvestri},
title = {Misspelling Oblivious Word Embeddings},
journal = {CoRR},
volume = {abs/1905.09755},
year = {2019},
url = {http://arxiv.org/abs/1905.09755},
eprinttype = {arXiv},
eprint = {1905.09755},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-09755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-06241,
author = {Piotr Bojanowski and
Onur Celebi and
Tom{\'{a}}s Mikolov and
Edouard Grave and
Armand Joulin},
title = {Updating Pre-trained Word Vectors and Text Classifiers using Monolingual
Alignment},
journal = {CoRR},
volume = {abs/1910.06241},
year = {2019},
url = {http://arxiv.org/abs/1910.06241},
eprinttype = {arXiv},
eprint = {1910.06241},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-06241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/AlayracBASLL18,
author = {Jean{-}Baptiste Alayrac and
Piotr Bojanowski and
Nishant Agrawal and
Josef Sivic and
Ivan Laptev and
Simon Lacoste{-}Julien},
title = {Learning from Narrated Instruction Videos},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {40},
number = {9},
pages = {2194--2208},
year = {2018},
url = {https://doi.org/10.1109/TPAMI.2017.2749223},
doi = {10.1109/TPAMI.2017.2749223},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/AlayracBASLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/CaronBJD18,
author = {Mathilde Caron and
Piotr Bojanowski and
Armand Joulin and
Matthijs Douze},
editor = {Vittorio Ferrari and
Martial Hebert and
Cristian Sminchisescu and
Yair Weiss},
title = {Deep Clustering for Unsupervised Learning of Visual Features},
booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
Germany, September 8-14, 2018, Proceedings, Part {XIV}},
series = {Lecture Notes in Computer Science},
volume = {11218},
pages = {139--156},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01264-9\_9},
doi = {10.1007/978-3-030-01264-9\_9},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/CaronBJD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JoulinBMJG18,
author = {Armand Joulin and
Piotr Bojanowski and
Tom{\'{a}}s Mikolov and
Herv{\'{e}} J{\'{e}}gou and
Edouard Grave},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Loss in Translation: Learning Bilingual Word Mapping with a Retrieval
Criterion},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {2979--2984},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1330},
doi = {10.18653/V1/D18-1330},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/JoulinBMJG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BojanowskiJLS18,
author = {Piotr Bojanowski and
Armand Joulin and
David Lopez{-}Paz and
Arthur Szlam},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Optimizing the Latent Space of Generative Networks},
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 = {599--608},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/bojanowski18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/BojanowskiJLS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/GraveBGJM18,
author = {Edouard Grave and
Piotr Bojanowski and
Prakhar Gupta and
Armand Joulin and
Tom{\'{a}}s Mikolov},
editor = {Nicoletta Calzolari and
Khalid Choukri and
Christopher Cieri and
Thierry Declerck and
Sara Goggi and
K{\^{o}}iti Hasida and
Hitoshi Isahara and
Bente Maegaard and
Joseph Mariani and
H{\'{e}}l{\`{e}}ne Mazo and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis and
Takenobu Tokunaga},
title = {Learning Word Vectors for 157 Languages},
booktitle = {Proceedings of the Eleventh International Conference on Language Resources
and Evaluation, {LREC} 2018, Miyazaki, Japan, May 7-12, 2018},
publisher = {European Language Resources Association {(ELRA)}},
year = {2018},
url = {http://www.lrec-conf.org/proceedings/lrec2018/summaries/627.html},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lrec/GraveBGJM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/MikolovGBPJ18,
author = {Tom{\'{a}}s Mikolov and
Edouard Grave and
Piotr Bojanowski and
Christian Puhrsch and
Armand Joulin},
editor = {Nicoletta Calzolari and
Khalid Choukri and
Christopher Cieri and
Thierry Declerck and
Sara Goggi and
K{\^{o}}iti Hasida and
Hitoshi Isahara and
Bente Maegaard and
Joseph Mariani and
H{\'{e}}l{\`{e}}ne Mazo and
Asunci{\'{o}}n Moreno and
Jan Odijk and
Stelios Piperidis and
Takenobu Tokunaga},
title = {Advances in Pre-Training Distributed Word Representations},
booktitle = {Proceedings of the Eleventh International Conference on Language Resources
and Evaluation, {LREC} 2018, Miyazaki, Japan, May 7-12, 2018},
publisher = {European Language Resources Association {(ELRA)}},
year = {2018},
url = {http://www.lrec-conf.org/proceedings/lrec2018/summaries/721.html},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lrec/MikolovGBPJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/GulordavaBGLB18,
author = {Kristina Gulordava and
Piotr Bojanowski and
Edouard Grave and
Tal Linzen and
Marco Baroni},
editor = {Marilyn A. Walker and
Heng Ji and
Amanda Stent},
title = {Colorless Green Recurrent Networks Dream Hierarchically},
booktitle = {Proceedings of the 2018 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume
1 (Long Papers)},
pages = {1195--1205},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/n18-1108},
doi = {10.18653/V1/N18-1108},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/GulordavaBGLB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06893,
author = {Edouard Grave and
Piotr Bojanowski and
Prakhar Gupta and
Armand Joulin and
Tom{\'{a}}s Mikolov},
title = {Learning Word Vectors for 157 Languages},
journal = {CoRR},
volume = {abs/1802.06893},
year = {2018},
url = {http://arxiv.org/abs/1802.06893},
eprinttype = {arXiv},
eprint = {1802.06893},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06893.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-11138,
author = {Kristina Gulordava and
Piotr Bojanowski and
Edouard Grave and
Tal Linzen and
Marco Baroni},
title = {Colorless green recurrent networks dream hierarchically},
journal = {CoRR},
volume = {abs/1803.11138},
year = {2018},
url = {http://arxiv.org/abs/1803.11138},
eprinttype = {arXiv},
eprint = {1803.11138},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-11138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-07745,
author = {Armand Joulin and
Piotr Bojanowski and
Tom{\'{a}}s Mikolov and
Edouard Grave},
title = {Improving Supervised Bilingual Mapping of Word Embeddings},
journal = {CoRR},
volume = {abs/1804.07745},
year = {2018},
url = {http://arxiv.org/abs/1804.07745},
eprinttype = {arXiv},
eprint = {1804.07745},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-07745.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-05520,
author = {Mathilde Caron and
Piotr Bojanowski and
Armand Joulin and
Matthijs Douze},
title = {Deep Clustering for Unsupervised Learning of Visual Features},
journal = {CoRR},
volume = {abs/1807.05520},
year = {2018},
url = {http://arxiv.org/abs/1807.05520},
eprinttype = {arXiv},
eprint = {1807.05520},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-05520.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/BojanowskiGJM17,
author = {Piotr Bojanowski and
Edouard Grave and
Armand Joulin and
Tom{\'{a}}s Mikolov},
title = {Enriching Word Vectors with Subword Information},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {5},
pages = {135--146},
year = {2017},
url = {https://doi.org/10.1162/tacl\_a\_00051},
doi = {10.1162/TACL\_A\_00051},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/BojanowskiGJM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/akbc/JoulinGBNM17,
author = {Armand Joulin and
Edouard Grave and
Piotr Bojanowski and
Maximilian Nickel and
Tom{\'{a}}s Mikolov},
title = {Fast Linear Model for Knowledge Graph Embeddings},
booktitle = {6th Workshop on Automated Knowledge Base Construction, AKBC@NIPS 2017,
Long Beach, California, USA, December 8, 2017},
publisher = {OpenReview.net},
year = {2017},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/akbc/JoulinGBNM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/GraveMJB17,
author = {Armand Joulin and
Edouard Grave and
Piotr Bojanowski and
Tom{\'{a}}s Mikolov},
editor = {Mirella Lapata and
Phil Blunsom and
Alexander Koller},
title = {Bag of Tricks for Efficient Text Classification},
booktitle = {Proceedings of the 15th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2017, Valencia,
Spain, April 3-7, 2017, Volume 2: Short Papers},
pages = {427--431},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/e17-2068},
doi = {10.18653/V1/E17-2068},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/GraveMJB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/MiechABLS17,
author = {Antoine Miech and
Jean{-}Baptiste Alayrac and
Piotr Bojanowski and
Ivan Laptev and
Josef Sivic},
title = {Learning from Video and Text via Large-Scale Discriminative Clustering},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice,
Italy, October 22-29, 2017},
pages = {5267--5276},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCV.2017.562},
doi = {10.1109/ICCV.2017.562},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/MiechABLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BojanowskiJ17,
author = {Piotr Bojanowski and
Armand Joulin},
editor = {Doina Precup and
Yee Whye Teh},
title = {Unsupervised Learning by Predicting Noise},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {517--526},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bojanowski17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BojanowskiJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CisseBGDU17,
author = {Moustapha Ciss{\'{e}} and
Piotr Bojanowski and
Edouard Grave and
Yann N. Dauphin and
Nicolas Usunier},
editor = {Doina Precup and
Yee Whye Teh},
title = {Parseval Networks: Improving Robustness to Adversarial Examples},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {854--863},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/cisse17a.html},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CisseBGDU17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BojanowskiJ17,
author = {Piotr Bojanowski and
Armand Joulin},
title = {Unsupervised Learning by Predicting Noise},
journal = {CoRR},
volume = {abs/1704.05310},
year = {2017},
url = {http://arxiv.org/abs/1704.05310},
eprinttype = {arXiv},
eprint = {1704.05310},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BojanowskiJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CisseBGDU17,
author = {Moustapha Ciss{\'{e}} and
Piotr Bojanowski and
Edouard Grave and
Yann N. Dauphin and
Nicolas Usunier},
title = {Parseval Networks: Improving Robustness to Adversarial Examples},
journal = {CoRR},
volume = {abs/1704.08847},
year = {2017},
url = {http://arxiv.org/abs/1704.08847},
eprinttype = {arXiv},
eprint = {1704.08847},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CisseBGDU17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BojanowskiJLS17,
author = {Piotr Bojanowski and
Armand Joulin and
David Lopez{-}Paz and
Arthur Szlam},
title = {Optimizing the Latent Space of Generative Networks},
journal = {CoRR},
volume = {abs/1707.05776},
year = {2017},
url = {http://arxiv.org/abs/1707.05776},
eprinttype = {arXiv},
eprint = {1707.05776},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BojanowskiJLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MiechABLS17,
author = {Antoine Miech and
Jean{-}Baptiste Alayrac and
Piotr Bojanowski and
Ivan Laptev and
Josef Sivic},
title = {Learning from Video and Text via Large-Scale Discriminative Clustering},
journal = {CoRR},
volume = {abs/1707.09074},
year = {2017},
url = {http://arxiv.org/abs/1707.09074},
eprinttype = {arXiv},
eprint = {1707.09074},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MiechABLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-10881,
author = {Armand Joulin and
Edouard Grave and
Piotr Bojanowski and
Maximilian Nickel and
Tom{\'{a}}s Mikolov},
title = {Fast Linear Model for Knowledge Graph Embeddings},
journal = {CoRR},
volume = {abs/1710.10881},
year = {2017},
url = {http://arxiv.org/abs/1710.10881},
eprinttype = {arXiv},
eprint = {1710.10881},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-10881.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-09405,
author = {Tom{\'{a}}s Mikolov and
Edouard Grave and
Piotr Bojanowski and
Christian Puhrsch and
Armand Joulin},
title = {Advances in Pre-Training Distributed Word Representations},
journal = {CoRR},
volume = {abs/1712.09405},
year = {2017},
url = {http://arxiv.org/abs/1712.09405},
eprinttype = {arXiv},
eprint = {1712.09405},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-09405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Bojanowski16,
author = {Piotr Bojanowski},
title = {Learning to annotate dynamic video scenes. (Annotation automatique
de scenes vid{\'{e}}o)},
school = {{\'{E}}cole Normale Sup{\'{e}}rieure, Paris, France},
year = {2016},
url = {https://tel.archives-ouvertes.fr/tel-01364560},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Bojanowski16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SeguinBLL16,
author = {Guillaume Seguin and
Piotr Bojanowski and
R{\'{e}}mi Lajugie and
Ivan Laptev},
title = {Instance-Level Video Segmentation from Object Tracks},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
pages = {3678--3687},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPR.2016.400},
doi = {10.1109/CVPR.2016.400},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/SeguinBLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/AlayracBASLL16,
author = {Jean{-}Baptiste Alayrac and
Piotr Bojanowski and
Nishant Agrawal and
Josef Sivic and
Ivan Laptev and
Simon Lacoste{-}Julien},
title = {Unsupervised Learning from Narrated Instruction Videos},
booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
pages = {4575--4583},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CVPR.2016.495},
doi = {10.1109/CVPR.2016.495},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/AlayracBASLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LajugieBCAB16,
author = {R{\'{e}}mi Lajugie and
Piotr Bojanowski and
Philippe Cuvillier and
Sylvain Arlot and
Francis R. Bach},
title = {A weakly-supervised discriminative model for audio-to-score alignment},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {2484--2488},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472124},
doi = {10.1109/ICASSP.2016.7472124},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LajugieBCAB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JoulinGBM16,
author = {Armand Joulin and
Edouard Grave and
Piotr Bojanowski and
Tom{\'{a}}s Mikolov},
title = {Bag of Tricks for Efficient Text Classification},
journal = {CoRR},
volume = {abs/1607.01759},
year = {2016},
url = {http://arxiv.org/abs/1607.01759},
eprinttype = {arXiv},
eprint = {1607.01759},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/JoulinGBM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BojanowskiGJM16,
author = {Piotr Bojanowski and
Edouard Grave and
Armand Joulin and
Tom{\'{a}}s Mikolov},
title = {Enriching Word Vectors with Subword Information},
journal = {CoRR},
volume = {abs/1607.04606},
year = {2016},
url = {http://arxiv.org/abs/1607.04606},
eprinttype = {arXiv},
eprint = {1607.04606},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BojanowskiGJM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JoulinGBDJM16,
author = {Armand Joulin and
Edouard Grave and
Piotr Bojanowski and
Matthijs Douze and
Herv{\'{e}} J{\'{e}}gou and
Tom{\'{a}}s Mikolov},
title = {FastText.zip: Compressing text classification models},
journal = {CoRR},
volume = {abs/1612.03651},
year = {2016},
url = {http://arxiv.org/abs/1612.03651},
eprinttype = {arXiv},
eprint = {1612.03651},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/JoulinGBDJM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/BojanowskiLGBLP15,
author = {Piotr Bojanowski and
R{\'{e}}mi Lajugie and
Edouard Grave and
Francis R. Bach and
Ivan Laptev and
Jean Ponce and
Cordelia Schmid},
title = {Weakly-Supervised Alignment of Video with Text},
booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
Santiago, Chile, December 7-13, 2015},
pages = {4462--4470},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICCV.2015.507},
doi = {10.1109/ICCV.2015.507},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/BojanowskiLGBLP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BojanowskiLGBLP15,
author = {Piotr Bojanowski and
R{\'{e}}mi Lajugie and
Edouard Grave and
Francis R. Bach and
Ivan Laptev and
Jean Ponce and
Cordelia Schmid},
title = {Weakly-Supervised Alignment of Video With Text},
journal = {CoRR},
volume = {abs/1505.06027},
year = {2015},
url = {http://arxiv.org/abs/1505.06027},
eprinttype = {arXiv},
eprint = {1505.06027},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BojanowskiLGBLP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LajugieBAB15,
author = {R{\'{e}}mi Lajugie and
Piotr Bojanowski and
Sylvain Arlot and
Francis R. Bach},
title = {Semidefinite and Spectral Relaxations for Multi-Label Classification},
journal = {CoRR},
volume = {abs/1506.01829},
year = {2015},
url = {http://arxiv.org/abs/1506.01829},
eprinttype = {arXiv},
eprint = {1506.01829},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LajugieBAB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlayracBASLL15,
author = {Jean{-}Baptiste Alayrac and
Piotr Bojanowski and
Nishant Agrawal and
Josef Sivic and
Ivan Laptev and
Simon Lacoste{-}Julien},
title = {Learning from narrated instruction videos},
journal = {CoRR},
volume = {abs/1506.09215},
year = {2015},
url = {http://arxiv.org/abs/1506.09215},
eprinttype = {arXiv},
eprint = {1506.09215},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlayracBASLL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BojanowskiJM15,
author = {Piotr Bojanowski and
Armand Joulin and
Tom{\'{a}}s Mikolov},
title = {Alternative structures for character-level RNNs},
journal = {CoRR},
volume = {abs/1511.06303},
year = {2015},
url = {http://arxiv.org/abs/1511.06303},
eprinttype = {arXiv},
eprint = {1511.06303},
timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BojanowskiJM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/BojanowskiLBLPSS14,
author = {Piotr Bojanowski and
R{\'{e}}mi Lajugie and
Francis R. Bach and
Ivan Laptev and
Jean Ponce and
Cordelia Schmid and
Josef Sivic},
editor = {David J. Fleet and
Tom{\'{a}}s Pajdla and
Bernt Schiele and
Tinne Tuytelaars},
title = {Weakly Supervised Action Labeling in Videos under Ordering Constraints},
booktitle = {Computer Vision - {ECCV} 2014 - 13th European Conference, Zurich,
Switzerland, September 6-12, 2014, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {8693},
pages = {628--643},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10602-1\_41},
doi = {10.1007/978-3-319-10602-1\_41},
timestamp = {Sat, 30 Sep 2023 09:39:19 +0200},
biburl = {https://dblp.org/rec/conf/eccv/BojanowskiLBLPSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BojanowskiLBLPSS14,
author = {Piotr Bojanowski and
R{\'{e}}mi Lajugie and
Francis R. Bach and
Ivan Laptev and
Jean Ponce and
Cordelia Schmid and
Josef Sivic},
title = {Weakly Supervised Action Labeling in Videos Under Ordering Constraints},
journal = {CoRR},
volume = {abs/1407.1208},
year = {2014},
url = {http://arxiv.org/abs/1407.1208},
eprinttype = {arXiv},
eprint = {1407.1208},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BojanowskiLBLPSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/BojanowskiBLPSS13,
author = {Piotr Bojanowski and
Francis R. Bach and
Ivan Laptev and
Jean Ponce and
Cordelia Schmid and
Josef Sivic},
title = {Finding Actors and Actions in Movies},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney,
Australia, December 1-8, 2013},
pages = {2280--2287},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICCV.2013.283},
doi = {10.1109/ICCV.2013.283},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/BojanowskiBLPSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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