Recent Publications
Autre publication
Olivier A.J. Martin, Alina Voda, Paulo Naves-Neto, Denis Faure-Vincent, Jean-Dominique Gascuel, Sébastien Schmerber
Bénéfices d'une rééducation fonctionnelle utilisant la réalité virtuelle (RV) sur la compensation sensorielle et la restauration de l'équilibre pour les patients vestibulaires. I. Thérapie basée sur la RV. II. Fonction de transfert [présentation orale]
2021
Thèse
Nicolas Bordes
Sécurité des primitives symétriques et de leurs implémentations
Cryptography and Security [cs.CR]. Université Grenoble Alpes [2020-..], 2021. English. ⟨NNT : 2021GRALM065⟩
Thèse
Abdullah-Haroon Rasheed
Modélisation dynamique inverse de tissus - Apprentissage profond à l'aide de simulations basées sur la physique
Modeling and Simulation. Université Grenoble Alpes [2020-..], 2021. English. ⟨NNT : 2021GRALM064⟩
Thèse
Mathilde Caron
Apprentissage auto-supervisé de représentations visuelles avec des réseaux de neurones profonds
Artificial Intelligence [cs.AI]. Université Grenoble Alpes [2020-..], 2021. English. ⟨NNT : 2021GRALM066⟩
Thèse
Vaishnavi Ameya Murukutla
Text-to-Movie création de leçons d'anatomie
Computer Aided Engineering. Université Grenoble Alpes [2020-..], 2021. English. ⟨NNT : 2021GRALM062⟩
Communication dans un congrès
Reda Ouhamma, Rémy Degenne, Pierre Gaillard, Vianney Perchet
Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits
NeurIPS 2021 - 35th International Conference on Neural Information Processing Systems, Dec 2021, Virtual, Canada. pp.1-25
Communication dans un congrès
Ted Moskovitz, Jack Parker-Holder, Aldo Pacchiano, Michael Arbel, Michael I Jordan
Tactical Optimism and Pessimism for Deep Reinforcement Learning
NeurIPS 2021 - Thirty-fifth Annual Conference on Neural Information Processing Systems, Dec 2021, Online, France. pp.1-15
Communication dans un congrès
Aadirupa Saha, Pierre Gaillard
Dueling Bandits with Adversarial Sleeping
NeurIPS 2021 - 35th International Conference on Neural Information Processing Systems, Dec 2021, Virtual, Canada. pp.1-25
Communication dans un congrès
Gaspard Beugnot, Julien Mairal, Alessandro Rudi
Beyond Tikhonov: Faster Learning with Self-Concordant Losses via Iterative Regularization
NeurIPS 2021 – 35th Annual Conference on Neural Information Processing Systems, Dec 2021, Virtual, France. pp.1-37
Communication dans un congrès
Rémi Jézéquel, Pierre Gaillard, Alessandro Rudi
Mixability made efficient: Fast online multiclass logistic regression
NeurIPS 2021. Thirty-fifth Conference on Neural Information Processing Systems, Dec 2021, Online, France
Communication dans un congrès
Ð.Khuê Lê-Huu, Karteek Alahari
Regularized Frank-Wolfe for Dense CRFs: Generalizing Mean Field and Beyond
NeurIPS 2021 - 35th Annual Conference on Neural Information Processing Systems, Dec 2021, Virtual-only Conference, Australia. pp.1-35
Communication dans un congrès
Mathieu Even, Raphaël Berthier, Francis Bach, Nicolas Flammarion, Pierre Gaillard, Hadrien Hendrikx, Laurent Massoulié, Adrien Taylor
A Continuized View on Nesterov Acceleration for Stochastic Gradient Descent and Randomized Gossip
NeurIPS 2021 - 35th Conference on Neural Information Processing Systems, Dec 2021, Sydney (virtual), Australia. pp.1-32
Communication dans un congrès
David Emukpere, Xavier Alameda-Pineda, Chris Reinke
Successor Feature Neural Episodic Control
NeurIPS 2021 - 35th International Conference on Neural Information Processing Systems, Dec 2021, Virtual, Canada. pp.1-12
Communication dans un congrès
Pierre Glaser, Michael Arbel, Arthur Gretton
KALE Flow: A Relaxed KL Gradient Flow for Probabilities with Disjoint Support
NeurIPS 2021 -Thirty-Fifth Annual Conference on Neural Information Processing Systems, Dec 2021, Online, France. pp.1-29
Communication dans un congrès
Théo Bodrito, Alexandre Zouaoui, Jocelyn Chanussot, Julien Mairal
A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration
NeurIPS 2021 – 35th Annual Conference on Neural Information Processing Systems, Dec 2021, Sydney, Australia. pp.1-19
Thèse
Roman Klokov
Deep learning pour la modélisation de formes 3D
Modeling and Simulation. Université Grenoble Alpes [2020-..], 2021. English. ⟨NNT : 2021GRALM060⟩
Chapitre d'ouvrage
Fatima Karbou, Guillaume James, Philippe Durand, Abdourrahmane Atto
Thresholds and distances to better detect wet snow over mountains with Sentinel-1 image time series
Change Detection and Image Time Series Analysis, 1: Unsupervised Methods, Wiley, pp.1-18, 2021, ⟨10.1002/9781119882268.ch5⟩
Rapport
Abhishek Chatterjee, Guillaume James, Bernard Brogliato
Approximate analytical coefficient of restitution formulation for single bead impact with external load, using nonlinear visco-elastic models
[Research Report] INRIA Grenoble - Rhone-Alpes. 2021, pp.1-50
Article dans une revue
Laurent Girin, Simon Leglaive, Xiaoyu Bie, Julien Diard, Thomas Hueber, Xavier Alameda-Pineda
Dynamical Variational Autoencoders: A Comprehensive Review
Foundations and Trends in Machine Learning, 2021, 15 (1-2), pp.1-175. ⟨10.1561/2200000089⟩
Communication dans un congrès
Boyao Zhou, Jean-Sébastien Franco, Federica Bogo, Edmond Boyer
Spatio-Temporal Human Shape Completion With Implicit Function Networks
International Conference on 3D Vision, Dec 2021, Online, United Kingdom
Communication dans un congrès
Pierre Zins, Yuanlu Xu, Edmond Boyer, Stefanie Wuhrer, Tony Tung
Data-Driven 3D Reconstruction of Dressed Humans From Sparse Views
3DV 2021 - International Conference on 3D Vision, Dec 2021, London, United Kingdom
Communication dans un congrès
Nitika Verma, Adnane Boukhayma, Edmond Boyer, Jakob Verbeek
Dual Mesh Convolutional Networks for Human Shape Correspondence
3DV 2021 - International Conference on 3D Vision, Dec 2021, Surrey, United Kingdom. pp.1-10
Article dans une revue
Stéphane Girard, Gilles Claude Stupfler, Antoine Usseglio-Carleve
Extreme Conditional Expectile Estimation in Heavy-Tailed Heteroscedastic Regression Models
Annals of Statistics, 2021, 49 (6), pp.3358--3382. ⟨10.1214/21-AOS2087⟩
Article dans une revue
Vincent Neiger, Clément Pernet
Deterministic computation of the characteristic polynomial in the time of matrix multiplication
Journal of Complexity, 2021, 67, pp.101572. ⟨10.1016/j.jco.2021.101572⟩
Article dans une revue
Clarisse Uwizeye, Johan Decelle, Pierre-Henri Jouneau, Serena Flori, Benoit Gallet, Jean-Baptiste Keck, Davide Dal Bo, Christine Moriscot, Claire Seydoux, Fabien Chevalier, Nicole L Schieber, Rachel Templin, Guillaume Allorent, Florence Courtois, Gilles Curien, Yannick Schwab, Guy Schoehn, Samuel C Zeeman, Denis Falconet, Giovanni Finazzi
Morphological bases of phytoplankton energy management and physiological responses unveiled by 3D subcellular imaging
Nature Communications, 2021, 12 (1), pp.1049. ⟨10.1038/s41467-021-21314-0⟩
Article dans une revue
Laurent Gardes, Stéphane Girard
On the estimation of the variability in the distribution tail
Test, 2021, 30, pp.884--907. ⟨10.1007/s11749-021-00754-2⟩
Article dans une revue
Florian Le Guillou, Noé Lahaye, Clément Ubelmann, Sammy Metref, Emmanuel Cosme, Aurélien Ponte, Julien Le Sommer, Eric Blayo, Arthur Vidard
Joint Estimation of Balanced Motions and Internal Tides From Future Wide‐Swath Altimetry
Journal of Advances in Modeling Earth Systems, 2021, 13 (12), pp.e2021MS002613:1-17. ⟨10.1029/2021MS002613⟩
Communication dans un congrès
Jean Basset, Adnane Boukhayma, Stefanie Wuhrer, Franck Multon, Edmond Boyer
Neural Human Deformation Transfer
3DV 2021 - 9th International Conference on 3D Vision, Dec 2021, Londres (on line event), United Kingdom. pp.1-12
Article dans une revue
Francis Auclair, Laurent Debreu, Emilie Duval, Margot Hilt, Patrick Marchesiello, Eric Blayo, Franck Dumas, Yves Morel
Theory and analysis of acoustic-gravity waves in a free-surface compressible and stratified ocean
Ocean Modelling, 2021, 168, pp.1-20. ⟨10.1016/j.ocemod.2021.101900⟩