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Pré-publication, Document de travail
yihong Xu, yutong Ban, Guillaume Delorme, Chuang Gan, Daniela Rus, Xavier Alameda-Pineda
TransCenter: Transformers with Dense Queries for Multiple-Object Tracking
2021
Pré-publication, Document de travail
Guanglei yang, Paolo Rota, Xavier Alameda-Pineda, Dan Xu, Mingli Ding, Elisa Ricci
Variational Structured Attention Networks for Deep Visual Representation Learning
2021
Pré-publication, Document de travail
Xiaoyu Bie, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin
Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders
2021
Pré-publication, Document de travail
Wen Guo, Xiaoyu Bie, Xavier Alameda-Pineda, Francesc Moreno-Noguer
Multi-Person Extreme Motion Prediction with Cross-Interaction Attention
2021
Communication dans un congrès
Clément Pernet, Hippolyte Signargout, Pierre Karpman, Gilles Villard
Computing the Characteristic Polynomial of Generic Toeplitz-like and Hankel-like Matrices
ISSAC 2021 - International Symposium on Symbolic and Algebraic Computation, Jul 2021, Saint Petersburg, Russia. pp.249-256, ⟨10.1145/3452143.3465542⟩
Communication dans un congrès
Michaël Allouche, Stéphane Girard, Emmanuel Gobet
Generative model for fbm with deep ReLU neural networks
Bernoulli-IMS 2021 - 10th World Congress in Probability and Statistics, Jul 2021, Seoul / Virtual, South Korea
Communication dans un congrès
Michael Arbel, Alexander G D G Matthews, Arnaud Doucet
Annealed Flow Transport Monte Carlo
ICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Online, France. pp.1-70
Communication dans un congrès
Erich Kaltofen, Clément Pernet, Zhi-Hong yang
Hermite Interpolation With Error Correction
ISSAC '21: International Symposium on Symbolic and Algebraic Computation, Jul 2021, Virtual Event, Russia. pp.241-247, ⟨10.1145/3452143.3465525⟩
Article dans une revue
Jérémy Matias, Jean-Charles Quinton, Michèle Colomb, Alice Normand, Marie Izaute, Laetitia Silvert
Fear of Missing Out Predicts Distraction by Social Reward Signals Displayed on a Smartphone in Difficult Driving Situations
Frontiers in Psychology, Frontiers Media, 2021, 12, pp.688157. ⟨10.3389/fpsyg.2021.688157⟩
Pré-publication, Document de travail
Marc E. Songolo, Brigitte Bidégaray-Fesquet
Extending nonstandard finite difference schemes rules to systems of nonlinear ODEs with constant coefficients
2021
Thèse
Benoit Kugler
Massive hyperspectral images analysis by inverse regression of physical models
Traitement des images [eess.IV]. Université Grenoble Alpes [2020-..], 2021. Français. ⟨NNT : 2021GRALM021⟩
Article dans une revue
Arnaud Fedi, Sophia Keddache, Sébastien Quétant, Alicia Guillien, Anestis Antoniadis, Thibaud Soumagne, Ophélie Ritter, Jean-Charles Glérant, Vincent Cottin, Bruno Degano, Bernard Aguilaniu
Concurrence of 1- and 3-Min Sit-to-Stand Tests with the 6-Min Walk Test in Idiopathic Pulmonary Fibrosis
Respiration, Karger, 2021, 100 (7), pp.571-579. ⟨10.1159/000515335⟩
Article dans une revue
Liangsheng Ge, Beibei Wang, Lu Wang, Xiangxu Meng, Nicolas Holzschuch
Interactive Simulation of Scattering Effects in Participating Media Using a Neural Network Model
IEEE Transactions on Visualization and Computer Graphics, Institute of Electrical and Electronics Engineers, 2021, 27 (7), pp.3123-3134. ⟨10.1109/TVCG.2019.2963015⟩
Article dans une revue
David Lucas, Vincent Neiger, Clément Pernet, Daniel Barry Roche, Johan Rosenkilde
Verification Protocols with Sub-Linear Communication for Polynomial Matrix Operations
Journal of Symbolic Computation, Elsevier, 2021, 105, pp.165--198. ⟨10.1016/j.jsc.2020.06.006⟩
Chapitre d'ouvrage
Annique Smeding, Jean-Charles Quinton
Focus sur les stéréotypes de genre implicites dans les domaines académiques : différences intergroupes, apports des méthodologies mixtes et perspectives d’évolution
Psychologie du sexisme, DeBoeck, 2021
Article dans une revue
Xuan yang, Shanshan Li, Zhengchao Chen, Jocelyn Chanussot, Xiuping Jia, Bing Zhang, Baipeng Li, Pan Chen
An attention-fused network for semantic segmentation of very-high-resolution remote sensing imagery
ISPRS Journal of Photogrammetry and Remote Sensing, Elsevier, 2021, 177, pp.238-262. ⟨10.1016/j.isprsjprs.2021.05.004⟩
Article dans une revue
Abdullah-Haroon Rasheed, Victor Romero, Florence Bertails-Descoubes, Stefanie Wuhrer, Jean-Sébastien Franco, Arnaud Lazarus
A Visual Approach to Measure Cloth-Body and Cloth-Cloth Friction
IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, In press, ⟨10.1109/TPAMI.2021.3097547⟩
Rapport
Olivier Marti, Sébastien Nguyen, Pascale Braconnot, Sophie Valcke, Florian Lemarié, Eric Blayo
Diagnosing the ocean-atmosphere coupling schemes by using a mathematically consistent Schwarz iterative method
[Research Report] Research activities in Earth system modelling. Working Group on Numerical Experimentation. Report No. 51. WCRP Report No.4/2021. WMO, Geneva. 2021
Article dans une revue
Rachid Ait-Haddou, Ron Goldman, Marie-Laurence Mazure
Quantum Lorentz Degrees of Polynomials and a Pólya Theorem for Polynomials Positive on q-Lattices
Applied Numerical Mathematics, Elsevier, 2021, 165, pp.553-577. ⟨10.1016/j.apnum.2021.03.009⟩
Article dans une revue
Patrick Marchesiello, Francis Auclair, Laurent Debreu, James C. Mcwilliams, Rafael Almar, Rachid Benshila, Franck Dumas
Tridimensional nonhydrostatic transient rip currents in a wave-resolving model
Ocean Modelling, Elsevier, 2021, 163, pp.101816. ⟨10.1016/j.ocemod.2021.101816⟩
Article dans une revue
Pierre Saramito, Véronique Dansereau, Jérôme Weiss
Linking bulk modulus to an unilateral damage yield criterion: a thermodynamic modeling approach
International Journal of Damage Mechanics, SAGE Publications, 2021, 30 (7), pp.1123-1145. ⟨10.1177/1056789521991201⟩
Article dans une revue
Fabien Boux, Florence Forbes, Julyan Arbel, Benjamin Lemasson, Emmanuel L. Barbier
Bayesian inverse regression for vascular magnetic resonance fingerprinting
IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, 2021, 40 (7), pp.1827-1837. ⟨10.1109/TMI.2021.3066781⟩
Article dans une revue
Arnaud Pladys, Romain Brossier, yubing Li, Ludovic Métivier
On cycle-skipping and misfit functions modification for full-wave inversion: comparison of five recent approaches
Geophysics, Society of Exploration Geophysicists, 2021, 86 (4), pp.R563-R587. ⟨10.1190/geo2020-0851.1⟩
Article dans une revue
Danfeng Hong, Naoto yokoya, Jocelyn Chanussot, Jian Xu, Xiao Xiang Zhu
Joint and Progressive Subspace Analysis (JPSA) with Spatial-Spectral Manifold Alignment forSemi-Supervised Hyperspectral Dimensionality Reduction
IEEE Transactions on Cybernetics, IEEE, 2021, 51 (7), pp.3602-3615. ⟨10.1109/TCYB.2020.3028931⟩
Communication dans un congrès
Weiqi Shi, Zeyu Wang, Cyril Soler, Holly Rushmeier
A Low-Dimensional Perceptual Space for Intuitive BRDF Editing
EGSR 2021 - Eurographics Symposium on Rendering - DL-only Track, Jun 2021, Saarbrücken, Germany. pp.1-13
Communication dans un congrès
Antoine Usseglio-Carleve, Stéphane Girard, Gilles Stupfler
Extreme expectile regression: theory and applications
EVA 2021 - 12th International Conference on Extreme Value Analysis, Jun 2021, Edinburgh / Virtual, United Kingdom
Communication dans un congrès
Meryem Bousebata, Geoffroy Enjolras, Stéphane Girard
Extreme partial least-squares regression
EVA 2021 - 12th International Conference on Extreme Value Analysis, Jun 2021, Edinburgh / Virtual, United Kingdom
Communication dans un congrès
Jonathan El Methni, Stéphane Girard
A bias-reduced version of the Weissman extreme quantile estimator
EVA 2021 - 12th International Conference on Extreme Value Analysis, Jun 2021, Edinburgh / Virtual, United Kingdom
Communication dans un congrès
Michaël Allouche, Stéphane Girard, Emmanuel Gobet
On the approximation of extreme quantiles with ReLU neural networks
EVA 2021 - 12th International Conference on Extreme Value Analysis, Jun 2021, Edinburgh / Virtual, United Kingdom
Communication dans un congrès
Emilie Rouzies, Claire Lauvernet, Bruno Sudret, Arthur Vidard
How can we quantify and reduce the uncertainty of a watershed-scale pesticide transfer model? A comparison of several approaches
UNCECOMP 2021 - 4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering, Jun 2021, Athens, Greece. pp.1-14