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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
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
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
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⟩
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⟩
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
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
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
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⟩
Article dans une revue
Vincent Neiger, Clément Pernet
Deterministic computation of the characteristic polynomial in the time of matrix multiplication
Journal of Complexity, Elsevier, 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, Nature Publishing Group, 2021, 12 (1), pp.1049. ⟨10.1038/s41467-021-21314-0⟩
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
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, American Geophysical Union, 2021, 13 (12), pp.e2021MS002613:1-17. ⟨10.1029/2021MS002613⟩
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⟩
Thèse
Yassine Laguel
Optimisation convexe pour l'apprentissage robuste au risque
Machine Learning [cs.LG]. Université Grenoble Alpes [2020-..], 2021. English. ⟨NNT : 2021GRALM053⟩
Communication dans un congrès
Emilie Rouzies, Claire Lauvernet, Arthur Vidard
How can we quantify and reduce uncertainties of a catchment-scale pesticide transfer model? Application to the PESHMELBA model
Rencontres Mexico 2021, Nov 2021, Toulouse, France. pp.1-31
Communication dans un congrès
Katarina Radišić, Emilie Rouzies, Claire Lauvernet, Arthur Vidard
Sensitivity Analysis of a Spatio-Temporal Hydrological Model for Pesticide Transfers
Rencontres MEXICO 2021, Nov 2021, Toulouse, France
Communication dans un congrès
Rémi Ronfard, Camelia Guerraoui
Blocking notation. Un outil pour l’annotation de la mise en scène
2021 - Convegno internazionale “Marivaux et les scènes européennes", Nov 2021, Florence, Italie
Communication dans un congrès
Florian Lemarié
Consistent subgrid scale modeling for oceanic climate models
IMPT 2021 - Ecole d'automne 2021 - Institut des Mathématiques pour la Planète Terre - Impacts morphologiques du changement climatique, Nov 2021, Lyon, France
Pré-publication, Document de travail
Anestis Antoniadis, Solenne Gaucher, Yannig Goude
Hierarchical transfer learning with applications for electricity load forecasting.
2021
Pré-publication, Document de travail
Zineb El Filali Ech-Chafiq, Pierre Henry-Labordere, Jérôme Lelong
Pricing Bermudan options using regression trees/random forests
2021
Communication dans un congrès
Mariia Vladimirova, Julyan Arbel, Stéphane Girard
Bayesian neural network unit priors and generalized Weibull-tail property
ACML 2021 - 13th Asian Conference on Machine Learning, Nov 2021, Virtual, Unknown Region. pp.1-16
Article dans une revue
Julyan Arbel, Guillaume Kon Kam King, Antonio Lijoi, Luis E. Nieto‐Barajas, Igor Prünster
BNPdensity: Bayesian nonparametric mixture modelling in R
Australian and New Zealand Journal of Statistics, Wiley, In press, pp.28. ⟨10.1111/anzs.12342⟩
Pré-publication, Document de travail
Julyan Arbel, Stéphane Girard, Hien Duy Nguyen, Antoine Usseglio-Carleve
Multivariate expectile-based distribution: properties, Bayesian inference, and applications
2021