Recent Publications
Article dans une revue
Louis Le Toumelin, Isabelle Gouttevin, Nora Helbig, Clovis Galiez, Mathis Roux, Fatima Karbou
Emulating the adaptation of wind fields to complex terrain with deep-learning
Artificial Intelligence for the Earth Systems, 2023, 2 (1), pp.1-19. ⟨10.1175/AIES-D-22-0034.1⟩
Article dans une revue
Salem Said
Riemannian statistics meets random matrix theory: towards learning from high-dimensional covariance matrices
IEEE Transactions on Information Theory, 2023, 69 (1), pp.472-481. ⟨10.1109/TIT.2022.3199479⟩
Article dans une revue
Florent Bartoccioni, Éloi Zablocki, Patrick Pérez, Matthieu Cord, Karteek Alahari
LiDARTouch: Monocular metric depth estimation with a few-beam LiDAR
Computer Vision and Image Understanding, 2023, 227, pp.103601. ⟨10.1016/j.cviu.2022.103601⟩
Article dans une revue
Jean-Baptiste Hiriart-Urruty, Patrice Lassère, Pierre-Jean Laurent
Pouvez-vous “mesurer” la “forme” d’un triangle ?
Quadrature, 2023, janvier-février-mars (127), p 20
Article dans une revue
Waïss Azizian, Franck Iutzeler, Jérôme Malick
Regularization for Wasserstein Distributionally Robust Optimization
ESAIM: Control, Optimisation and Calculus of Variations, 2023, 33, pp.31. ⟨10.1051/cocv/2023019⟩
Pré-publication, Document de travail
Louise Alamichel, Daria Bystrova, Julyan Arbel, Guillaume Kon Kam King
Bayesian mixture models (in)consistency for the number of clusters
2023
Ouvrage (y compris édition critique et traduction)
Pierre Saramito
Thermodynamics: designing complex fluid and soft solid models
In press
Article dans une revue
Nathan Shourick, Ibrahim Cheddadi, Pierre Saramito
Un nouveau cadre formel pour l'approximation en couche mince des fluides incompressibles
Comptes Rendus. Mathématique, In press
Pré-publication, Document de travail
João Guilherme Caldas Steinstraesser, Pedro da Silva Peixoto, Martin Schreiber
Parallel-in-time integration of the shallow water equations on the rotating sphere using Parareal and MGRIT
2023
Article dans une revue
Lucía Bautista, Inma Castro, Christophe Bérenguer, Olivier Gaudoin, Laurent Doyen
First hitting time distribution and cost assessment in a two-unit system with dependent degradation processes and subject to imperfect maintenance
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, In press, ⟨10.1177/1748006X231211378⟩
Pré-publication, Document de travail
Heeseung Kwon, Francisco M. Castro, Manuel J. Marin-Jimenez, Nicolas Guil, Karteek Alahari
Lightweight Structure-Aware Attention for Visual Understanding
2022
Pré-publication, Document de travail
Pierre Wolinski, Julyan Arbel
Gaussian Pre-Activations in Neural Networks: Myth or Reality?
2023
type pub PROCEEDINGS
Mathilde Boissier, Louis Delannoy, Serge Fenet, Mathieu Mangeot, Emmanuel Prados
Conférence Archipel 2022 : Risques systémiques, trajectoires et leviers d’action transdisciplinaires
2022
Article dans une revue
Bernard Brogliato
Modeling, analysis and control of robot-object nonsmooth underactuated Lagrangian systems: A tutorial overview and perspectives
Annual Reviews in Control, 2022, 55, pp.297-337. ⟨10.1016/j.arcontrol.2022.12.002⟩
Communication dans un congrès
Michaël Allouche, Stéphane Girard, Emmanuel Gobet
Estimation of extreme quantiles from heavy-tailed distributions with neural networks
CMStatistics 2022 - 15th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2022, London, United Kingdom
Communication dans un congrès
Jonathan El Methni, Stéphane Girard
A refined extreme quantiles estimator of Weibull tail-distributions
CMStatistics 2022 - 15th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2022, London, United Kingdom
Poster
Sandie Ferrigno, Marie-José Martinez
Goodness-of-Fit Tests for Variance Function in Regression Models
CMStatistics 2022, Dec 2022, London, United Kingdom
Communication dans un congrès
Théo Moins, Julyan Arbel, Anne Dutfoy, Stéphane Girard
Improving MCMC convergence diagnostic with a local version of R-hat
CMStatistics 2022 - 15th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2022, London, United Kingdom
Article dans une revue
I.I. Lobanova, Stéphane Despréaux, Stéphane Labbé, Carola Celada-Casero, Frenk van den Berg
Micromagnetic modelling of magnetostriction under uniaxial stress
Journal of Magnetism and Magnetic Materials, 2022, 564, pp.170028. ⟨10.1016/j.jmmm.2022.170028⟩
Communication dans un congrès
Florent Bartoccioni, Éloi Zablocki, Andrei Bursuc, Patrick Pérez, Matthieu Cord, Karteek Alahari
LaRa: Latents and Rays for Multi-Camera Bird's-Eye-View Semantic Segmentation
CoRL 2022 - Conference on Robot Learning, Dec 2022, Auckland, New Zealand
Communication dans un congrès
Lina Mezghani, Sainbayar Sukhbaatar, Piotr Bojanowski, Alessandro Lazaric, Karteek Alahari
Learning Goal-Conditioned Policies Offline with Self-Supervised Reward Shaping
CoRL 2022- Conference on Robot Learning, Dec 2022, Auckland, New Zealand. pp.1-15
Communication dans un congrès
Hanâ Lbath, Alexander Petersen, Wendy Meiring, Sophie Achard
Clustering-Based Inter-group Correlation Estimation
ICSDS 2022- IMS International Conference on Statistics and Data Science, Dec 2022, Florence, Italy
Thèse
Minttu Alakuijala
Robots autodidactes: Apprentissage autonome et faiblement supervisé pour la manipulation robotique
Computer Science [cs]. ENS Paris - Ecole Normale Supérieure de Paris, 2022. English. ⟨NNT : ⟩
Communication dans un congrès
Stan Borkowski, Sylvain Douté, Florence Forbes, Samuel Heidmann
Planet-GLLiM: software for scalable Bayesian analysis of multidimensional data in astrophysics
Journées de l'Action Spécifique Numérique Astrophysique (ASNUM 2022), Dec 2022, Lyon, France
Communication dans un congrès
Katarina Radišić, Claire Lauvernet, Arthur Vidard
Calibrating a Hydrological Model for Pesticide Transfer while Considering Rain Uncertainty
AGU Fall Meeting 2022 - Science Leads the Future, Dec 2022, Chicago, United States. pp.1-1
Article dans une revue
Margaux Leroy, Christophe Bérenguer, Laurent Doyen, Olivier Gaudoin
Statistical inference for a Wiener‐based degradation model with imperfect maintenance actions under different observation schemes
Applied Stochastic Models in Business and Industry, 2022, 39 (3), pp.352-371. ⟨10.1002/asmb.2742⟩
Communication dans un congrès
Avijit Dasgupta, C. V. Jawahar, Karteek Alahari
Overcoming Label Noise for Source-free Unsupervised Video Domain Adaptation
ICVGIP 2022 - Indian Conference on Computer Vision, Graphics and Image Processing, Dec 2022, Gandhinagar, India. pp.1-9
Pré-publication, Document de travail
Fernando V. Ravelo, Pedro S. Peixoto, Martin Schreiber
An explicit exponential time integrator based on Faber polynomials and its application to seismic wave modelling
2022
Thèse
Ekaterina Iakovleva
Transfert de représentations de caractéristiques entre les tâches et les domaines
Artificial Intelligence [cs.AI]. Université Grenoble Alpes [2020-..], 2022. English. ⟨NNT : 2022GRALM041⟩
Thèse
Nolan Mestres
Manipulation de la lumière pour une dépiction expressive de la forme et de la profondeur : Apprendre des panoramas de montagne du peintre Pierre Novat
Computer Aided Engineering. Université Grenoble Alpes [2020-..], 2022. English. ⟨NNT : 2022GRALM039⟩