Zobrazeno 1 - 10
of 139
pro vyhledávání: '"Bertrand Quentin"'
The rapid progress in generative models has resulted in impressive leaps in generation quality, blurring the lines between synthetic and real data. Web-scale datasets are now prone to the inevitable contamination by synthetic data, directly impacting
Externí odkaz:
http://arxiv.org/abs/2407.09499
Autor:
Kalboussi, Yasmine, Dadouch, Sarah, Delatte, Baptiste, Miserques, Frédéric, Dragoe, Diana, Eozenou, Fabien, Baudrier, Matthieu, Tusseau-Nenez, Sandrine, Zheng, Yunlin, Maurice, Luc, Cenni, Enrico, Bertrand, Quentin, Sahuquet, Patrick, Fayette, Elise, Jullien, Grégoire, Inguimbert, Christophe, Belhaj, Mohamed, Proslier, Thomas
This study investigates the use of Atomic Layer deposition (ALD) to mitigate multipacting phenomena inside superconducting radio frequency (SRF) cavities used in particle accelerators. The unique ALD capability to control the film thickness down to t
Externí odkaz:
http://arxiv.org/abs/2405.18949
Autor:
Olivier Lesieur, Jean Pierre Quenot, Zoé Cohen-Solal, Raphaëlle David, Laure De Saint Blanquat, Maxime Elbaz, Bénédicte Gaillard Le Roux, Cyril Goulenok, Sylvain Lavoué, Virginie Lemiale, Emmanuelle Mercier, Chaouki Mezher, Benoît Misset, Gwendolyn Penven, Anne Laure Poujol, Bertrand Quentin, Régis Quéré, Thierry Van Der Linden, Jean Philippe Rigaud
Publikováno v:
Annals of Intensive Care, Vol 11, Iss 1, Pp 1-3 (2021)
Abstract Intensive care unit professionals have experience in critical care and its proportionality, collegial decision-making, withholding or withdrawal of treatment deemed futile, and communication with patients’ relatives. These elements rely on
Externí odkaz:
https://doaj.org/article/7a46c3fadc524f26bc179e9ba72916bd
The deployment of machine learning systems in the market economy has triggered academic and institutional fears over potential tacit collusion between fully automated agents. Multiple recent economics studies have empirically shown the emergence of c
Externí odkaz:
http://arxiv.org/abs/2312.08484
Autor:
Gaget, Alexis, Joannem, Tom, Gomes, Adelino, Lussignol, Yves, Lecointe, Jean-Francois, Bertrand, Quentin
Publikováno v:
17th International Conference on Accelerator and Large Experimental Physics Control Systems, Oct 2019, New York, United States. pp.THAPP02
CEA IRFU Saclay is taking part of ESS (European Spallation Source) construction through several packages and, especially in the last three years on the Elliptical Cavity and Cryomodule Test stand Demonstrator (ECCTD). The project consists of RF test,
Externí odkaz:
http://arxiv.org/abs/2310.07272
Autor:
Bertrand, Quentin, Bose, Avishek Joey, Duplessis, Alexandre, Jiralerspong, Marco, Gidel, Gauthier
Deep generative models have made tremendous progress in modeling complex data, often exhibiting generation quality that surpasses a typical human's ability to discern the authenticity of samples. Undeniably, a key driver of this success is enabled by
Externí odkaz:
http://arxiv.org/abs/2310.00429
Stochastic min-max optimization has gained interest in the machine learning community with the advancements in GANs and adversarial training. Although game optimization is fairly well understood in the deterministic setting, some issues persist in th
Externí odkaz:
http://arxiv.org/abs/2306.07905
Autor:
Lachapelle, Sébastien, Deleu, Tristan, Mahajan, Divyat, Mitliagkas, Ioannis, Bengio, Yoshua, Lacoste-Julien, Simon, Bertrand, Quentin
Although disentangled representations are often said to be beneficial for downstream tasks, current empirical and theoretical understanding is limited. In this work, we provide evidence that disentangled representations coupled with sparse base-predi
Externí odkaz:
http://arxiv.org/abs/2211.14666
Computing the Jacobian of the solution of an optimization problem is a central problem in machine learning, with applications in hyperparameter optimization, meta-learning, optimization as a layer, and dataset distillation, to name a few. Unrolled di
Externí odkaz:
http://arxiv.org/abs/2209.13271
Real-world competitive games, such as chess, go, or StarCraft II, rely on Elo models to measure the strength of their players. Since these games are not fully transitive, using Elo implicitly assumes they have a strong transitive component that can c
Externí odkaz:
http://arxiv.org/abs/2206.12301