Publications

Multisenge: a Multimodal and Multitemporal Benchmark Dataset for Land Use/Land Cover Remote Sensing Applications (2022) Article

Romain Wenger, A. Puissant, J. Weber, L. Idoumghar, G. Forestier

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Smooth Perturbations for Time Series Adversarial Attacks (2022) Conference paper

Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel Schmidt, Geoffrey Webb, Germain Forestier

Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
U-Net feature fusion for multi-class semantic segmentation of urban fabrics from Sentinel-2 imagery: an application on Grand Est Region, France (2022) Article

Romain Wenger, Anne Puissant, Jonathan Weber, Lhassane Idoumghar, Germain Forestier

International Journal of Remote Sensing
Technical Feasibility of Supervision of Stretching Exercises by a Humanoid Robot Coach for Chronic Low Back Pain: The R-COOL Randomized Trial (2022) Article

Agathe Blanchard, Sao Mai Nguyen, Maxime Devanne, Mathieu Simonnet, Myriam Le Goff-Pronost, Olivier Rémy-Néris

BioMed Research International
Ensemble clustering for histopathological images segmentation using convolutional autoencoders (2022) Conference paper

Ilias Rmouque, Jonathan Weber, Maxime Devanne, Germain Forestier, Cédric Wemmert

International Conference on Computer Vision Theory and Applications (VISAPP)
Surgical data science – from concepts toward clinical translation (2022) Article

Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park, Carla Pugh, Danail Stoyanov, Swaroop S. Vedula, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor Grantcharov, Makoto Hashizume, Doreen Heckmann-Nötzel, Hannes G. Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Tobias Ross, Raphael Sznitman, Russell H. Taylor, Minu D. Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Justin Collins, Ines Gockel, Jan Goedeke, Daniel A. Hashimoto, Luc Joyeux, Kyle Lam, Daniel R. Leff, Amin Madani, Hani J. Marcus, Ozanan Meireles, Alexander Seitel, Dogu Teber, Frank Ückert, Beat P. Müller-Stich, Pierre Jannin, Stefanie Speidel

Medical Image Analysis
Semantics to the rescue of document‐based XML diff: A JATS case study (2022) Article

Milos Cuculovic, Frederic Fondement, Maxime Devanne, Jonathan Weber, Michel Hassenforder

Software: Practice and Experience
Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation (2022) Article

Amina Ben Hamida, Maxime Devanne, Jonathan Weber, Caroline Truntzer, Valentin Derangère, François Ghiringhelli, Germain Forestier, Cédric Wemmert

Artificial Intelligence in Medicine
Estimation de la trajectoire d’un projectile ajustée dynamiquement par un réseau de neurones (2022) Conference paper

A. Roux, S. Changey, J. Weber, Jph. Lauffenburger

XXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI'22
Grad Centroid Activation Mapping for Convolutional Neural Networks (2021) Conference paper

Baptiste Lafabregue, Jonathan Weber, Pierre Gançarski, Germain Forestier

IEEE International Conference on Tools with Artificial Intelligence (ICTAI)

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Publications

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