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ORCIDBibTeX records: Timothée Lesort
@article{DBLP:journals/cbm/BayaziGLAFR24,
author = {Mohammad{-}Javad Darvishi Bayazi and
Mohammad Sajjad Ghaemi and
Timoth{\'{e}}e Lesort and
Md Rifat Arefin and
Jocelyn Faubert and
Irina Rish},
title = {Amplifying pathological detection in {EEG} signaling pathways through
cross-dataset transfer learning},
journal = {Comput. Biol. Medicine},
volume = {169},
pages = {107893},
year = {2024},
url = {https://doi.org/10.1016/j.compbiomed.2023.107893},
doi = {10.1016/J.COMPBIOMED.2023.107893},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/BayaziGLAFR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08763,
author = {Adam Ibrahim and
Benjamin Th{\'{e}}rien and
Kshitij Gupta and
Mats L. Richter and
Quentin Anthony and
Timoth{\'{e}}e Lesort and
Eugene Belilovsky and
Irina Rish},
title = {Simple and Scalable Strategies to Continually Pre-train Large Language
Models},
journal = {CoRR},
volume = {abs/2403.08763},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08763},
doi = {10.48550/ARXIV.2403.08763},
eprinttype = {arXiv},
eprint = {2403.08763},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Lesort23,
author = {Timoth{\'{e}}e Lesort},
editor = {Martin Mundt and
Keiland W. Cooper and
Devendra Singh Dhami and
Ad{\`{e}}le H. Ribeiro and
James Seale Smith and
Alexis Bellot and
Tyler L. Hayes},
title = {Spurious Features in Continual Learning},
booktitle = {{AAAI} Bridge Program on Continual Causality, 7-8 February 2023, Washington,
DC, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {208},
pages = {59--62},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v208/lesort23a.html},
timestamp = {Tue, 14 Nov 2023 09:13:46 +0100},
biburl = {https://dblp.org/rec/conf/aaai/Lesort23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/collas/LesortORMACR23,
author = {Timoth{\'{e}}e Lesort and
Oleksiy Ostapenko and
Pau Rodr{\'{\i}}guez and
Diganta Misra and
Md Rifat Arefin and
Laurent Charlin and
Irina Rish},
editor = {Sarath Chandar and
Razvan Pascanu and
Hanie Sedghi and
Doina Precup},
title = {Challenging Common Assumptions about Catastrophic Forgetting and Knowledge
Accumulation},
booktitle = {Conference on Lifelong Learning Agents, 22-25 August 2023, McGill
University, Montr{\'{e}}al, Qu{\'{e}}bec, Canada},
series = {Proceedings of Machine Learning Research},
volume = {232},
pages = {43--65},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v232/lesort23a.html},
timestamp = {Tue, 20 Feb 2024 13:52:18 +0100},
biburl = {https://dblp.org/rec/conf/collas/LesortORMACR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-04014,
author = {Kshitij Gupta and
Benjamin Th{\'{e}}rien and
Adam Ibrahim and
Mats L. Richter and
Quentin Anthony and
Eugene Belilovsky and
Irina Rish and
Timoth{\'{e}}e Lesort},
title = {Continual Pre-Training of Large Language Models: How to (re)warm your
model?},
journal = {CoRR},
volume = {abs/2308.04014},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.04014},
doi = {10.48550/ARXIV.2308.04014},
eprinttype = {arXiv},
eprint = {2308.04014},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-04014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-10910,
author = {Mohammad{-}Javad Darvishi Bayazi and
Mohammad Sajjad Ghaemi and
Timoth{\'{e}}e Lesort and
Md Rifat Arefin and
Jocelyn Faubert and
Irina Rish},
title = {Amplifying Pathological Detection in {EEG} Signaling Pathways through
Cross-Dataset Transfer Learning},
journal = {CoRR},
volume = {abs/2309.10910},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.10910},
doi = {10.48550/ARXIV.2309.10910},
eprinttype = {arXiv},
eprint = {2309.10910},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-10910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-01200,
author = {Evangelia Gogoulou and
Timoth{\'{e}}e Lesort and
Magnus Boman and
Joakim Nivre},
title = {A Study of Continual Learning Under Language Shift},
journal = {CoRR},
volume = {abs/2311.01200},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.01200},
doi = {10.48550/ARXIV.2311.01200},
eprinttype = {arXiv},
eprint = {2311.01200},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-01200.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/collas/OstapenkoLRADRC22,
author = {Oleksiy Ostapenko and
Timoth{\'{e}}e Lesort and
Pau Rodr{\'{\i}}guez and
Md Rifat Arefin and
Arthur Douillard and
Irina Rish and
Laurent Charlin},
editor = {Sarath Chandar and
Razvan Pascanu and
Doina Precup},
title = {Continual Learning with Foundation Models: An Empirical Study of Latent
Replay},
booktitle = {Conference on Lifelong Learning Agents, CoLLAs 2022, 22-24 August
2022, McGill University, Montr{\'{e}}al, Qu{\'{e}}bec, Canada},
series = {Proceedings of Machine Learning Research},
volume = {199},
pages = {60--91},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v199/ostapenko22a.html},
timestamp = {Fri, 17 Feb 2023 16:29:10 +0100},
biburl = {https://dblp.org/rec/conf/collas/OstapenkoLRADRC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GepperthL22,
author = {Alexander Gepperth and
Timoth{\'{e}}e Lesort},
title = {Tutorial - Continual Learning beyond classification},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-4},
doi = {10.14428/ESANN/2022.ES2022-4},
timestamp = {Mon, 22 May 2023 11:29:57 +0200},
biburl = {https://dblp.org/rec/conf/esann/GepperthL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-01012,
author = {Timoth{\'{e}}e Lesort},
title = {Continual Feature Selection: Spurious Features in Continual Learning},
journal = {CoRR},
volume = {abs/2203.01012},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.01012},
doi = {10.48550/ARXIV.2203.01012},
eprinttype = {arXiv},
eprint = {2203.01012},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-01012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-00329,
author = {Oleksiy Ostapenko and
Timoth{\'{e}}e Lesort and
Pau Rodr{\'{\i}}guez and
Md Rifat Arefin and
Arthur Douillard and
Irina Rish and
Laurent Charlin},
title = {Foundational Models for Continual Learning: An Empirical Study of
Latent Replay},
journal = {CoRR},
volume = {abs/2205.00329},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.00329},
doi = {10.48550/ARXIV.2205.00329},
eprinttype = {arXiv},
eprint = {2205.00329},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-00329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-04543,
author = {Timoth{\'{e}}e Lesort and
Oleksiy Ostapenko and
Diganta Misra and
Md Rifat Arefin and
Pau Rodr{\'{\i}}guez and
Laurent Charlin and
Irina Rish},
title = {Scaling the Number of Tasks in Continual Learning},
journal = {CoRR},
volume = {abs/2207.04543},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.04543},
doi = {10.48550/ARXIV.2207.04543},
eprinttype = {arXiv},
eprint = {2207.04543},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-04543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-14307,
author = {Benedikt Bagus and
Alexander Gepperth and
Timoth{\'{e}}e Lesort},
title = {Beyond Supervised Continual Learning: a Review},
journal = {CoRR},
volume = {abs/2208.14307},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.14307},
doi = {10.48550/ARXIV.2208.14307},
eprinttype = {arXiv},
eprint = {2208.14307},
timestamp = {Thu, 01 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-14307.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06253,
author = {Arthur Douillard and
Timoth{\'{e}}e Lesort},
title = {Continuum: Simple Management of Complex Continual Learning Scenarios},
journal = {CoRR},
volume = {abs/2102.06253},
year = {2021},
url = {https://arxiv.org/abs/2102.06253},
eprinttype = {arXiv},
eprint = {2102.06253},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06253.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-01678,
author = {Timoth{\'{e}}e Lesort and
Massimo Caccia and
Irina Rish},
title = {Understanding Continual Learning Settings with Data Distribution Drift
Analysis},
journal = {CoRR},
volume = {abs/2104.01678},
year = {2021},
url = {https://arxiv.org/abs/2104.01678},
eprinttype = {arXiv},
eprint = {2104.01678},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-01678.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01834,
author = {Timoth{\'{e}}e Lesort and
Thomas George and
Irina Rish},
title = {Continual Learning in Deep Networks: an Analysis of the Last Layer},
journal = {CoRR},
volume = {abs/2106.01834},
year = {2021},
url = {https://arxiv.org/abs/2106.01834},
eprinttype = {arXiv},
eprint = {2106.01834},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01834.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-01005,
author = {Fabrice Normandin and
Florian Golemo and
Oleksiy Ostapenko and
Pau Rodr{\'{\i}}guez and
Matthew D. Riemer and
Julio Hurtado and
Khimya Khetarpal and
Dominic Zhao and
Ryan Lindeborg and
Timoth{\'{e}}e Lesort and
Laurent Charlin and
Irina Rish and
Massimo Caccia},
title = {Sequoia: {A} Software Framework to Unify Continual Learning Research},
journal = {CoRR},
volume = {abs/2108.01005},
year = {2021},
url = {https://arxiv.org/abs/2108.01005},
eprinttype = {arXiv},
eprint = {2108.01005},
timestamp = {Thu, 05 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-01005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Lesort20,
author = {Timoth{\'{e}}e Lesort},
title = {Apprentissage continu : S'attaquer {\`{a}} l'oubli foudroyant des
r{\'{e}}seaux de neurones profonds gr{\^{a}}ce aux m{\'{e}}thodes
{\`{a}} rejeu de donn{\'{e}}es. (Continual Learning : Tackling
Catastrophic Forgetting in Deep Neural Networks with Replay Processes)},
school = {Institut Polytechnique de Paris, France},
year = {2020},
url = {https://tel.archives-ouvertes.fr/tel-02906138},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Lesort20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/LesortLSMFR20,
author = {Timoth{\'{e}}e Lesort and
Vincenzo Lomonaco and
Andrei Stoian and
Davide Maltoni and
David Filliat and
Natalia D{\'{\i}}az Rodr{\'{\i}}guez},
title = {Continual learning for robotics: Definition, framework, learning strategies,
opportunities and challenges},
journal = {Inf. Fusion},
volume = {58},
pages = {52--68},
year = {2020},
url = {https://doi.org/10.1016/j.inffus.2019.12.004},
doi = {10.1016/J.INFFUS.2019.12.004},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/LesortLSMFR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00487,
author = {Timoth{\'{e}}e Lesort},
title = {Continual Learning: Tackling Catastrophic Forgetting in Deep Neural
Networks with Replay Processes},
journal = {CoRR},
volume = {abs/2007.00487},
year = {2020},
url = {https://arxiv.org/abs/2007.00487},
eprinttype = {arXiv},
eprint = {2007.00487},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00487.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/CrayeLFG19,
author = {C{\'{e}}line Craye and
Timoth{\'{e}}e Lesort and
David Filliat and
Jean{-}Fran{\c{c}}ois Goudou},
title = {Exploring to learn visual saliency: The {RL-IAC} approach},
journal = {Robotics Auton. Syst.},
volume = {112},
pages = {244--259},
year = {2019},
url = {https://doi.org/10.1016/j.robot.2018.11.012},
doi = {10.1016/J.ROBOT.2018.11.012},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ras/CrayeLFG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LesortGSF19,
author = {Timoth{\'{e}}e Lesort and
Alexander Gepperth and
Andrei Stoian and
David Filliat},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Marginal Replay vs Conditional Replay for Continual Learning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Deep
Learning - 28th International Conference on Artificial Neural Networks,
Munich, Germany, September 17-19, 2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11728},
pages = {466--480},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30484-3\_38},
doi = {10.1007/978-3-030-30484-3\_38},
timestamp = {Sat, 19 Oct 2019 20:11:52 +0200},
biburl = {https://dblp.org/rec/conf/icann/LesortGSF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LesortSGF19,
author = {Timoth{\'{e}}e Lesort and
Andrei Stoian and
Jean{-}Fran{\c{c}}ois Goudou and
David Filliat},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Training Discriminative Models to Evaluate Generative Ones},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Image
Processing - 28th International Conference on Artificial Neural Networks,
Munich, Germany, September 17-19, 2019, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11729},
pages = {604--619},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30508-6\_48},
doi = {10.1007/978-3-030-30508-6\_48},
timestamp = {Sat, 19 Oct 2019 20:11:55 +0200},
biburl = {https://dblp.org/rec/conf/icann/LesortSGF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LesortCOSF19,
author = {Timoth{\'{e}}e Lesort and
Hugo Caselles{-}Dupr{\'{e}} and
Micha{\"{e}}l Garcia Ortiz and
Andrei Stoian and
David Filliat},
title = {Generative Models from the perspective of Continual Learning},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8851986},
doi = {10.1109/IJCNN.2019.8851986},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LesortCOSF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LesortSLRF19,
author = {Timoth{\'{e}}e Lesort and
Mathieu Seurin and
Xinrui Li and
Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
David Filliat},
title = {Deep unsupervised state representation learning with robotic priors:
a robustness analysis},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852042},
doi = {10.1109/IJCNN.2019.8852042},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/LesortSLRF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-08651,
author = {Antonin Raffin and
Ashley Hill and
Kalifou Ren{\'{e}} Traor{\'{e}} and
Timoth{\'{e}}e Lesort and
Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
David Filliat},
title = {Decoupling feature extraction from policy learning: assessing benefits
of state representation learning in goal based robotics},
journal = {CoRR},
volume = {abs/1901.08651},
year = {2019},
url = {http://arxiv.org/abs/1901.08651},
eprinttype = {arXiv},
eprint = {1901.08651},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-08651.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04452,
author = {Ren{\'{e}} Traor{\'{e}} and
Hugo Caselles{-}Dupr{\'{e}} and
Timoth{\'{e}}e Lesort and
Te Sun and
Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
David Filliat},
title = {Continual Reinforcement Learning deployed in Real-life using Policy
Distillation and Sim2Real Transfer},
journal = {CoRR},
volume = {abs/1906.04452},
year = {2019},
url = {http://arxiv.org/abs/1906.04452},
eprinttype = {arXiv},
eprint = {1906.04452},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04452.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-00182,
author = {Timoth{\'{e}}e Lesort and
Vincenzo Lomonaco and
Andrei Stoian and
Davide Maltoni and
David Filliat and
Natalia D{\'{\i}}az Rodr{\'{\i}}guez},
title = {Continual Learning for Robotics},
journal = {CoRR},
volume = {abs/1907.00182},
year = {2019},
url = {http://arxiv.org/abs/1907.00182},
eprinttype = {arXiv},
eprint = {1907.00182},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-00182.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-05855,
author = {Ren{\'{e}} Traor{\'{e}} and
Hugo Caselles{-}Dupr{\'{e}} and
Timoth{\'{e}}e Lesort and
Te Sun and
Guanghang Cai and
Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
David Filliat},
title = {DisCoRL: Continual Reinforcement Learning via Policy Distillation},
journal = {CoRR},
volume = {abs/1907.05855},
year = {2019},
url = {http://arxiv.org/abs/1907.05855},
eprinttype = {arXiv},
eprint = {1907.05855},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-05855.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-03049,
author = {Timoth{\'{e}}e Lesort and
Andrei Stoian and
David Filliat},
title = {Regularization Shortcomings for Continual Learning},
journal = {CoRR},
volume = {abs/1912.03049},
year = {2019},
url = {http://arxiv.org/abs/1912.03049},
eprinttype = {arXiv},
eprint = {1912.03049},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-03049.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LesortRGF18,
author = {Timoth{\'{e}}e Lesort and
Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
Jean{-}Fran{\c{c}}ois Goudou and
David Filliat},
title = {State representation learning for control: An overview},
journal = {Neural Networks},
volume = {108},
pages = {379--392},
year = {2018},
url = {https://doi.org/10.1016/j.neunet.2018.07.006},
doi = {10.1016/J.NEUNET.2018.07.006},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/LesortRGF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04181,
author = {Timoth{\'{e}}e Lesort and
Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
Jean{-}Fran{\c{c}}ois Goudou and
David Filliat},
title = {State Representation Learning for Control: An Overview},
journal = {CoRR},
volume = {abs/1802.04181},
year = {2018},
url = {http://arxiv.org/abs/1802.04181},
eprinttype = {arXiv},
eprint = {1802.04181},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-00435,
author = {C{\'{e}}line Craye and
Timoth{\'{e}}e Lesort and
David Filliat and
Jean{-}Francois Goudou},
title = {Exploring to learn visual saliency: The {RL-IAC} approach},
journal = {CoRR},
volume = {abs/1804.00435},
year = {2018},
url = {http://arxiv.org/abs/1804.00435},
eprinttype = {arXiv},
eprint = {1804.00435},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-00435.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-10840,
author = {Timoth{\'{e}}e Lesort and
Jean{-}Fran{\c{c}}ois Goudou and
David Filliat},
title = {Training Discriminative Models to Evaluate Generative Ones},
journal = {CoRR},
volume = {abs/1806.10840},
year = {2018},
url = {http://arxiv.org/abs/1806.10840},
eprinttype = {arXiv},
eprint = {1806.10840},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-10840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-09369,
author = {Antonin Raffin and
Ashley Hill and
Ren{\'{e}} Traor{\'{e}} and
Timoth{\'{e}}e Lesort and
Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
David Filliat},
title = {{S-RL} Toolbox: Environments, Datasets and Evaluation Metrics for
State Representation Learning},
journal = {CoRR},
volume = {abs/1809.09369},
year = {2018},
url = {http://arxiv.org/abs/1809.09369},
eprinttype = {arXiv},
eprint = {1809.09369},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-09369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-12069,
author = {Timoth{\'{e}}e Lesort and
Alexander Gepperth and
Andrei Stoian and
David Filliat},
title = {Marginal Replay vs Conditional Replay for Continual Learning},
journal = {CoRR},
volume = {abs/1810.12069},
year = {2018},
url = {http://arxiv.org/abs/1810.12069},
eprinttype = {arXiv},
eprint = {1810.12069},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-12069.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-09111,
author = {Timoth{\'{e}}e Lesort and
Hugo Caselles{-}Dupr{\'{e}} and
Micha{\"{e}}l Garcia Ortiz and
Andrei Stoian and
David Filliat},
title = {Generative Models from the perspective of Continual Learning},
journal = {CoRR},
volume = {abs/1812.09111},
year = {2018},
url = {http://arxiv.org/abs/1812.09111},
eprinttype = {arXiv},
eprint = {1812.09111},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-09111.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-05185,
author = {Timoth{\'{e}}e Lesort and
Mathieu Seurin and
Xinrui Li and
Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
David Filliat},
title = {Unsupervised state representation learning with robotic priors: a
robustness benchmark},
journal = {CoRR},
volume = {abs/1709.05185},
year = {2017},
url = {http://arxiv.org/abs/1709.05185},
eprinttype = {arXiv},
eprint = {1709.05185},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-05185.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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