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HDR
Franck Iutzeler
Autour de l'utilisation de la structure dans certains problèmes d'optimisation
Optimization and Control [math.OC]. Université Grenoble Alpes (UGA), 2021
Communication dans un congrès
Mariia Vladimirova, Julyan Arbel, Stéphane Girard
Dependence between Bayesian neural network units
BDL 2021 - Workshop. Bayesian Deep Learning NeurIPS, Dec 2021, Montreal, Canada. pp.1-9
Communication dans un congrès
Gabriele Perozzi, Andrey Polyakov, Felix Miranda-Villatoro, Bernard Brogliato
Upgrading linear to sliding mode feedback algorithm for a digital controller
CDSC 2021 : 60th IEEE Conference on Decision and Control, Dec 2021, Fairmont Austin, United States. pp.1-6
Communication dans un congrès
yu-Guan Hsieh, Franck Iutzeler, Jérôme Malick, Panayotis Mertikopoulos
Optimization in open networks via dual averaging
CDC 2021 - 60th IEEE Annual Conference on Decision and Control, Dec 2021, Austin, United States. pp.1-7
Thèse
Alexandre Constantin
Analyse de séries temporelles massives d'images satellitaires : Applications à la cartographie des écosystèmes
Image Processing [eess.IV]. Université Grenoble Alpes [2020-..], 2021. English. ⟨NNT : 2021GRALM069⟩
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
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
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
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
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
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
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
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
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
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
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
Thèse
Roman Klokov
Deep learning pour la modélisation de formes 3D
Neural and Evolutionary Computing [cs.NE]. 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⟩
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, Now Publishers, 2021, 15 (1-2), pp.1-175. ⟨10.1561/2200000089⟩
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
Pré-publication, Document de travail
Abhishek Chatterjee, Guillaume James, Bernard Brogliato
Approximate coefficient of restitution for nonlinear viscoelastic contact with external load
2021
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
Louis Delannoy, Pierre-yves Longaretti, David Murphy, Emmanuel Prados
Peak oil and the low-carbon energy transition: A net-energy perspective
Applied Energy, Elsevier, 2021, 304, pp.1-17. ⟨10.1016/j.apenergy.2021.117843⟩
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, Elsevier, 2021, 168, pp.1-20. ⟨10.1016/j.ocemod.2021.101900⟩
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, Institute of Mathematical Statistics, 2021, 49 (6), pp.3358--3382. ⟨10.1214/21-AOS2087⟩
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
Laurent Gardes, Stéphane Girard
On the estimation of the variability in the distribution tail
Test, Spanish Society of Statistics and Operations Research/Springer, 2021, 30, pp.884--907. ⟨10.1007/s11749-021-00754-2⟩