Publications

605 documents

Thomas Fel, David Vigouroux, Rémi Cadène, Thomas Serre. How Good is your Explanation? Algorithmic Stability Measures to Assess the Quality of Explanations for Deep Neural Networks. 2022 CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2022, Hawaii, United States. ⟨hal-02930949v3⟩
El Mehdi Achour, François Malgouyres, Franck Mamalet. Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks. Journal of Machine Learning Research, 2022, 23 (347), pp.1--56. ⟨hal-03315801v3⟩
Vincent Schenk, Karine Labastie, Mathias Destarac, Philippe Olivier, Marc Guerre. Vitrimer composites: current status and future challenges. Materials Advances, 2022, ⟨10.1039/d2ma00654e⟩. ⟨hal-03826938⟩
Matthieu Bonneric, Charles Brugger, Nicolas Saintier, A. Castro Moreno, B. Tranchand. Contribution of the introduction of artificial defects by additive manufacturing to the determination of the Kitagawa diagram of Al-Si alloys. Procedia Structural Integrity, 2022, Fatigue Design 2021, International Conference Proceedings, 9th Edition, 38, pp.141-148. ⟨10.1016/j.prostr.2022.03.015⟩. ⟨hal-03776999⟩
Trong Trung Le, Rabih Khazaka, Zarel Valdez Nava, Guillaume Belijar, Lionel Laudebat, et al.. Process optimization for heterogeneous capacitive grading materials by voltage and time monitoring. 2021 IEEE Conference on Electrical Insulation and Dielectric Phenomena (CEIDP), Dec 2021, Vancouver, Canada. pp.65-68, ⟨10.1109/CEIDP50766.2021.9705444⟩. ⟨hal-03876841⟩
François Bachoc, Tommaso R Cesari, Sébastien Gerchinovitz. Instance-Dependent Bounds for Zeroth-order Lipschitz Optimization with Error Certificates. NeurIPS 2021, Dec 2021, Virtual conference, France. 24 p. ⟨hal-03129721v4⟩
David Bertoin, Jérôme Bolte, Sébastien Gerchinovitz, Edouard Pauwels. Numerical influence of ReLU’(0) on backpropagation. Advances in Neural Information Processing Systems, Dec 2021, Paris, France. ⟨10.5555/3540261.3540297⟩. ⟨hal-03265059v3⟩
Maxime Gasse, Damien Grasset, Guillaume Gaudron, Pierre-Yves Oudeyer. Causal Reinforcement Learning using Observational and Interventional Data. 2021. ⟨hal-03465488⟩
Yazan Barazi, Frédéric Richardeau, Frédéric Richardeau, Jean-Michel Reynes. VDS and VGS Depolarization Effect on SiC MOSFET Short-Circuit Withstand Capability Considering Partial Safe Failure-Mode. Energies, 2021, Invited Paper - Special Issue Safety Design and Management of Power Devices including Gate-Drivers, ⟨10.3390/en14237960⟩. ⟨hal-03456511⟩
Damien Texier, Antonio Castro Moreno, Daniel Monceau, Daniel Hourcade, Vincent Velay, et al.. Effet de l’épaisseur des échantillons minces sur leur comportement en traction : étude de l’influence de la taille de grain, de la surface libre et de l’état de précipitation pour un superalliage à base de nickel. SF2M 2021 - Journées Annuelles SF2M 2021, Oct 2021, A distance, France. ⟨hal-04171379⟩

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