Publications Récentes
Article dans une revue
Jet Hoe Tang, Romain Brossier, Ludovic Métivier
Fully scalable solver for frequency-domain visco-elastic wave equations in 3D heterogeneous media: A controllability approach
Journal of Computational Physics, 2022, 468, pp.111514. ⟨10.1016/j.jcp.2022.111514⟩
Article dans une revue
Roland Hildebrand
Semi-definite representations for sets of cubics on the 2-sphere
Journal of Optimization Theory and Applications, 2022, 195, pp.666-675. ⟨10.1007/s10957-022-02104-0⟩
Article dans une revue
Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing
IEEE Transactions on Neural Networks and Learning Systems, 2022, 33 (11), pp.6518-6531. ⟨10.1109/TNNLS.2021.3082289⟩
Communication dans un congrès
Vincent Acary, Paul Armand, Hoang Minh Nguyen
High-accuracy computation of rolling friction contact problems
9th NAFOSTED Conference on Information and Computer Science (NICS), Oct 2022, Ho Chi Minh City, Vietnam, Vietnam. ⟨10.1109/NICS56915.2022⟩
Communication dans un congrès
David Jourdan, Victor Romero, Etienne Vouga, Adrien Bousseau, Mélina Skouras
Simulation of printed-on-fabric assemblies
SCF 2022 - 7th annual ACM Symposium on Computational Fabrication, Oct 2022, Seattle, United States. pp.1-11, ⟨10.1145/3559400.3562001⟩
Pré-publication, Document de travail
Yannis Bekri, Sasila Ilandarideva, Anatoli B. Juditsky, Vianney Perchet
Stochastic Mirror Descent for Large-Scale Sparse Recovery
2022
Communication dans un congrès
Florence Forbes
Online Majorization Minimization algorithms
CIRM Workshop on Computational Methods for Unifying Multiple Statistical Analyses (Fusion), Oct 2022, Luminy, France
Rapport
Adrien Basdevant, Camille François, Rémi Ronfard
Exploratory mission on metaverses
Ministère de la Culture (France); Ministère de l'Économie, des Finances et de la Souveraineté industrielle et numérique. 2022
Communication dans un congrès
Trungtin Nguyen, Florence Forbes, Julyan Arbel
Bayesian nonparametric mixture of experts for high-dimensional inverse problems
BNP13 - 13th International Conference on Bayesian Nonparametrics, Oct 2022, Puerto Varas, Chile
Poster
Louise Alamichel, Daria Bystrova, Julyan Arbel, Guillaume Kon Kam King
Bayesian mixture models (in)consistency for the number of clusters
13th Bayesian nonparametrics (BNP) conference, Oct 2022, Puerto Varas, Chile.
Communication dans un congrès
Lina Mezghani, Sainbayar Sukhbaatar, Thibaut Lavril, Oleksandr Maksymets, Dhruv Batra, Piotr Bojanowski, Karteek Alahari
Memory-Augmented Reinforcement Learning for Image-Goal Navigation
IROS - IEEE/RSJ International Conference on Intelligent Robots and Systems, Oct 2022, Kyoto, Japan
Rapport
Geoffroy Oudoumanessah, Michel Dojat, Florence Forbes
Unsupervised scalable anomaly detection: application to medical imaging
[Research Report] Inria Grenoble - Rhône-Alpes; Grenoble Institut des neurosciences. 2022, pp.1-43
Article dans une revue
Tiangang Cui, Xin Tong, Olivier Zahm
Prior normalization for certified likelihood-informed subspace detection of Bayesian inverse problems
Inverse Problems, 2022, 38 (12), pp.124002. ⟨10.1088/1361-6420/ac9582⟩
Communication dans un congrès
Anderson Augusma
Multimodal Perception and Statistical Modeling of Pedagogical Classroom Events Using a Privacy-safe Non-individual Approach
Doctoral Consortium of 10th International Conference on Affective Computing & Intelligent Interaction (ACII 2022), Association for the Advancement of Affective Computing (AAAC), Oct 2022, Nara, Japan
Rapport
Mohammad Rasool Mojallizadeh, Bernard Brogliato, Christophe Prieur
Modeling and control of overhead cranes: a survey
[Research Report] INRIA Grenoble; UGA (Université Grenoble Alpes); GIPSA Lab; INP Grenoble; LJK / Grenoble University - INRIA. 2022, pp.1-134
Poster
Lucrezia Carboni, Michel Dojat, Sophie Achard
Nodal statistics-based structural pattern detection for graph collections characterization
Conference of Complex System, Oct 2022, Palma de Mallorca, Spain.
Communication dans un congrès
Grégoire Caron, Anatoli B. Juditsky, Nicolas Guitard, Didier Celi
Recovery of Intrinsic Heterojunction Bipolar Transistors Profiles by Neural Networks
BCICTS 2022, IEEE BiCMOS and Compound Semiconductor Integrated Circuits and Technology Symposium, IEEE, Oct 2022, Phoenix, Arizona USA, United States. pp.228-231, ⟨10.1109/BCICTS53451.2022.10051699⟩
Thèse
François Desquilbet
Méthode de Fast Marching pour le calcul du premier temps d'arrivée d'ondes sismiques en milieux anisotropes
Geophysics [physics.geo-ph]. Université Grenoble Alpes [2020-..], 2022. English. ⟨NNT : 2022GRALM055⟩
Article dans une revue
Florian Privé, Julyan Arbel, Hugues Aschard, Bjarni Vilhjálmsson
Identifying and correcting for misspecifications in GWAS summary statistics and polygenic scores
Human Genetics and Genomics Advances, 2022, 3 (4), pp.100136. ⟨10.1016/j.xhgg.2022.100136⟩
Article dans une revue
Ilya A Vakser, Sergei Grudinin, Nathan W Jenkins, Petras J Kundrotas, Eric J Deeds
Docking-based long timescale simulation of cell-size protein systems at atomic resolution
Proceedings of the National Academy of Sciences of the United States of America, 2022, 119 (41), pp.e2210249119:1-8. ⟨10.1073/pnas.2210249119⟩
Communication dans un congrès
Rémi Ronfard, Camelia Guerraoui
Blocking notation: un outil pour l’annotation et la mise en scène du théâtre
Journées d’Informatique Théâtrale, ENSATT, Oct 2022, Lyon, France
Pré-publication, Document de travail
Emilie Rouzies, Claire Lauvernet, Bruno Sudret, Arthur Vidard
How to perform global sensitivity analysis of a catchment-scale, distributed pesticide transfer model? Application to the PESHMELBA model
2022
Pré-publication, Document de travail
Benjamin Lambert, Florence Forbes, Alan Tucholka, Senan Doyle, Harmonie Dehaene, Michel Dojat
Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis
2022
Pré-publication, Document de travail
Clément Pernet, Hippolyte Signargout, Gilles Villard
High-order lifting for polynomial Sylvester matrices
2022
Thèse
Valentin Gabeur
Apprentissage multi-modal pour la compréhension de vidéos
Computer science. Université Grenoble Alpes [2020-..], 2022. English. ⟨NNT : 2022GRALM027⟩
Pré-publication, Document de travail
Sergey Bakhurin, Roland Hildebrand, Mohammad Alkousa, Alexander Titov
Optimization in complex spaces with the Mixed Newton Method
2022
Pré-publication, Document de travail
Anastasia Ivanova, Roland Hildebrand
Optimal step length for the maximal decrease of a self-concordant function by the Newton method
2022
Article dans une revue
Emmanuel Rodriguez, Georges-Pierre Bonneau, Stefanie Hahmann, Mélina Skouras
Computational Design of Laser-Cut Bending-Active Structures
Computer-Aided Design, 2022, (SPM 2022), 151 (103335), pp.1-12. ⟨10.1016/j.cad.2022.103335⟩
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, 2022, 44 (10), pp.6683-6694. ⟨10.1109/TPAMI.2021.3097547⟩