Zobrazeno 1 - 10
of 131
pro vyhledávání: '"Jacob, Guy"'
Publikováno v:
Proceedings of the 40th International Conference on Machine Learning (ICML 2023)
We propose $\textit{iterative inversion}$ -- an algorithm for learning an inverse function without input-output pairs, but only with samples from the desired output distribution and access to the forward function. The key challenge is a $\textit{dist
Externí odkaz:
http://arxiv.org/abs/2211.01724
A practical approach to learning robot skills, often termed sim2real, is to train control policies in simulation and then deploy them on a real robot. Popular techniques to improve the sim2real transfer build on domain randomization (DR) -- training
Externí odkaz:
http://arxiv.org/abs/2111.00765
A practical approach to robot reinforcement learning is to first collect a large batch of real or simulated robot interaction data, using some data collection policy, and then learn from this data to perform various tasks, using offline learning algo
Externí odkaz:
http://arxiv.org/abs/2105.04607
This paper presents the philosophy, design and feature-set of Neural Network Distiller, an open-source Python package for DNN compression research. Distiller is a library of DNN compression algorithms implementations, with tools, tutorials and sample
Externí odkaz:
http://arxiv.org/abs/1910.12232
Akademický článek
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Autor:
Guyot, Laetitia, Simon, Florian, Garcia, Jessica, Vanhalle, Floriane, Vilchez, Gaelle, Bardel, Claire, Manship, Brigitte, Puisieux, Alain, Machon, Christelle, Jacob, Guy, Guitton, Jérôme, Payen, Léa
Publikováno v:
In Toxicology and Applied Pharmacology 15 October 2019 381
Autor:
Guyot, Laetitia, Machon, Christelle, Honorat, Myléne, Manship, Brigitte, Bouard, Charlotte, Vigneron, Arnaud, Puisieux, Alain, Labarthe, Emilie, Jacob, Guy, Dhenain, Anne, Guitton, Jérôme, Payen, Léa
Publikováno v:
In Toxicology in Vitro October 2018 52:70-86
Autor:
Guyot, Laetitia, Honorat, Myléne, Jacob, Guy, Bardel, Claire, Tod, Michel, Puisieux, Alain, Guitton, Jérôme, Payen, Léa
Publikováno v:
In Toxicology and Applied Pharmacology 15 September 2018 355:103-111