Charpiat, Guillaume

12 publications

TMLR 2024 Growing Tiny Networks: Spotting Expressivity Bottlenecks and Fixing Them Optimally Manon Verbockhaven, Théo Rudkiewicz, Sylvain Chevallier, Guillaume Charpiat

NeurIPS 2019 Input Similarity from the Neural Network Perspective Guillaume Charpiat, Nicolas Girard, Loris Felardos, Yuliya Tarabalka

ECCV 2018 Multimodal Image Alignment Through a Multiscale Chain of Neural Networks with Application to Remote Sensing Armand Zampieri, Guillaume Charpiat, Nicolas Girard, Yuliya Tarabalka

WACV 2014 Hierarchical Representation of Videos with Spatio-Temporal Fibers Ratnesh Kumar, Guillaume Charpiat, Monique Thonnat

ECCV 2012 Learning to Match Appearances by Correlations in a Covariance Metric Space Slawomir Bak, Guillaume Charpiat, Etienne Corvée, François Brémond, Monique Thonnat

CVPR 2011 Exhaustive Family of Energies Minimizable Exactly by a Graph Cut Guillaume Charpiat

ECCV 2010 Converting Level Set Gradients to Shape Gradients Siqi Chen, Guillaume Charpiat, Richard J. Radke

ICCVW 2009 Learning Shape Metrics Based on Deformations and Transport Guillaume Charpiat

ECCV 2008 Automatic Image Colorization via Multimodal Predictions Guillaume Charpiat, Matthias Hofmann, Bernhard Schölkopf

CVPR 2007 Shape Statistics for Image Segmentation with Prior Guillaume Charpiat, Olivier D. Faugeras, Renaud Keriven

ICCV 2005 Designing Spatially Coherent Minimizing Flows for Variational Problems Based on Active Contours Guillaume Charpiat, Renaud Keriven, Jean-Philippe Pons, Olivier D. Faugeras

ICCV 2005 Image Statistics Based on Diffeomorphic Matching Guillaume Charpiat, Olivier D. Faugeras, Renaud Keriven