Publications Récentes
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
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. pp.1-21
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
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
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
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
Pré-publication, Document de travail
Thomas Schiano, Barbara Bigot, Jean-François Haquet, Pierre Saramito, Claude Smutek
Modelling spreading with degassing using anisotherm viscoplastic multiphase shallow water approximation
2022
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, In press, pp.1-20. ⟨10.1002/asmb.2742⟩
Pré-publication, Document de travail
Pierre Saramito
Thermodynamics: designing complex fluid and soft solid models
2022
Pré-publication, Document de travail
Zhiqi Kang, Enrico Fini, Moin Nabi, Elisa Ricci, Karteek Alahari
A soft nearest-neighbor framework for continual semi-supervised learning
2022
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
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
Graphics [cs.GR]. Université Grenoble - Alpes, 2022. English. ⟨NNT : ⟩
Communication dans un congrès
He Li, Beibei Wang, Changhe Tu, Kun Xu, Nicolas Holzschuch, Ling-Qi Yan
Unbiased Caustics Rendering Guided by Representative Specular Paths
ASIA 2022 - 15th ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia, Dec 2022, Daegu (Korea), South Korea. pp.1-8, ⟨10.1145/3550469.3555381⟩
Communication dans un congrès
Boyao Zhou, Jean-Sébastien Franco, Martin Delagorce, Edmond Boyer
Pyramidal Signed Distance Learning for Spatio-Temporal Human Shape Completion
16th Asian Conference on Computer Vision(ACCV2022), Dec 2022, Macau SAR, China
Thèse
Henri Mermoz Kouye
Approches d'analyse de sensibilité pour modèles stochastiques. Application aux modèles compartimentaux en épidémiologie
Statistics [math.ST]. Université Paris-Saclay, 2022. English. ⟨NNT : 2022UPASM038⟩
Communication dans un congrès
Krishna Pillutla, Yassine Laguel, Jérôme Malick, Zaid Harchaoui
Differentially Private Federated Quantiles with the Distributed Discrete Gaussian Mechanism
International Workshop on Federated Learning: Recent Advances and New Challenges, Dec 2022, New Orleans, United States
Article dans une revue
Patrick Marchesiello, Julien Chauchat, Hassan Shafiei, Rafael Almar, Rachid Benshila, Franck Dumas, Laurent Debreu
3D wave-resolving simulation of sandbar migration
Ocean Modelling, 2022, 180, pp.102127. ⟨10.1016/j.ocemod.2022.102127⟩
Pré-publication, Document de travail
Charles Dapogny, Florian Feppon
Shape optimization using a level set based mesh evolution method: an overview and tutorial
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, In press
Article dans une revue
Michaël Allouche, Stéphane Girard, Emmanuel Gobet
A generative model for fBm with deep ReLU neural networks
Journal of Complexity, 2022, 73, pp.101667. ⟨10.1016/j.jco.2022.101667⟩
Article dans une revue
François-Rémi Mazy, Pierre-Yves Longaretti
Towards a Generic Theoretical Framework for Pattern-Based LUCC Modeling
Environmental Modelling and Software, 2022, 158 (105551), pp.1-23. ⟨10.1016/j.envsoft.2022.105551⟩
Article dans une revue
Jin-Fan Hu, Ting-Zhu Huang, Liang-Jian Deng, Tai-Xiang Jiang, Gemine Vivone, Jocelyn Chanussot
Hyperspectral Image Super-Resolution via Deep Spatiospectral Attention Convolutional Neural Networks
IEEE Transactions on Neural Networks and Learning Systems, 2022, 33 (12), pp.7251-7265. ⟨10.1109/TNNLS.2021.3084682⟩
Pré-publication, Document de travail
Hubert Leterme, Kévin Polisano, Valérie Perrier, Karteek Alahari
From CNNs to Shift-Invariant Twin Wavelet Models
2022
Pré-publication, Document de travail
Ricardo Baptista, Youssef Marzouk, Olivier Zahm
Gradient-based data and parameter dimension reduction for Bayesian models: an information theoretic perspective
2022
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
Yu-Guan Hsieh, Kimon Antonakopoulos, Volkan Cevher, Panayotis Mertikopoulos
No-Regret Learning in Games with Noisy Feedback: Faster Rates and Adaptivity via Learning Rate Separation
NeurIPS 2022 - 36th International Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States