Publications Récentes
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⟩
Article dans une revue
Nicholas Anton Collins-Craft, Franck Bourrier, Vincent Acary
On the formulation and implementation of extrinsic cohesive zone models with contact
Computer Methods in Applied Mechanics and Engineering, 2022, 400, pp.115545. ⟨10.1016/j.cma.2022.115545⟩
Article dans une revue
Jannik Dreier, Jean-Guillaume Dumas, Pascal Lafourcade, Léo Robert
Optimal Threshold Padlock Systems
Journal of Computer Security, 2022, 30 (5), pp.655-688. ⟨10.3233/JCS-210065⟩
Article dans une revue
Matthieu Brachet, Laurent Debreu, Christopher Eldred
Comparaison des intégrateurs exponentiels et d'intégrateurs en temps traditionnels pour les équations Shallow Water
Applied Numerical Mathematics, 2022, 180, pp.55-84. ⟨10.1016/j.apnum.2022.05.006⟩
Article dans une revue
Marie Billaud-Friess, Arthur Macherey, Anthony Nouy, Clémentine Prieur
A PAC algorithm in relative precision for bandit problem with costly sampling
Mathematical Methods of Operations Research, 2022, 96, pp.161-185. ⟨10.1007/s00186-022-00769-x⟩
Article dans une revue
Brice Olivier, Anne Guérin-Dugué, Jean-Baptiste Durand
Modèles de semi-Markov cachés pour la segmentation de trajectoires oculométriques en phases de lecture
Journal of Eye Movement Research, 2022, 15 (4), pp.5. ⟨10.16910/jemr.15.4.5⟩
Thèse
Ronak Molazem
Estimation des valeurs propres du transport de la lumière à l'aide d'algorithmes de Monte Carlo
Computer Arithmetic. Université Grenoble Alpes [2020-..], 2022. English. ⟨NNT : 2022GRALM061⟩
Article dans une revue
Yunsong Li, Yuxuan Zheng, Jiaojiao Li, Rui Song, Jocelyn Chanussot
Hyperspectral Pansharpening With Adaptive Feature Modulation-Based Detail Injection Network
IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, pp.5538117. ⟨10.1109/TGRS.2022.3206880⟩
Pré-publication, Document de travail
Konstantinos Pitas, Julyan Arbel
Cold Posteriors through PAC-Bayes
2022