| 2025 | ESANN | Growth strategies for arbitrary DAG neural architectures. | Stella Douka, Manon Verbockhaven, Tho Rudkiewicz, Stphane Rivaud, Franois P. Landes, Sylvain Chevallier, Guillaume Charpiat |
| 2020 | ECAI | CAMUS: A Framework to Build Formal Specifications for Deep Perception Systems Using Simulators. | Julien Girard-Satabin, Guillaume Charpiat, Zakaria Chihani, Marc Schoenauer |
| 2019 | IGARSS | Noisy Supervision for Correcting Misaligned Cadaster Maps Without Perfect Ground Truth Data. | Nicolas Girard, Guillaume Charpiat, Yuliya Tarabalka |
| 2019 | IGARSS | Multi-Task Deep Learning for Satellite Image Pansharpening and Segmentation. | Andrew Khalel, Onur Tasar, Guillaume Charpiat, Yuliya Tarabalka |
| 2018 | ACCV | Aligning and Updating Cadaster Maps with Aerial Images by Multi-task, Multi-resolution Deep Learning. | Nicolas Girard, Guillaume Charpiat, Yuliya Tarabalka |
| 2018 | ECCV | Multimodal Image Alignment Through a Multiscale Chain of Neural Networks with Application to Remote Sensing. | Armand Zampieri, Guillaume Charpiat, Nicolas Girard, Yuliya Tarabalka |
| 2017 | ICIP | Polygonization of remote sensing classification maps by mesh approximation. | Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez |
| 2017 | IGARSS | Can semantic labeling methods generalize to any city? the inria aerial image labeling benchmark. | Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez |
| 2017 | IGARSS | High-resolution image classification with convolutional networks. | Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez |
| 2016 | IGARSS | Fully convolutional neural networks for remote sensing image classification. | Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat, Pierre Alliez |
| 2015 | BMVC | Optimizing Partition Trees for Multi-Object Segmentation with Shape Prior. | Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat |
| 2015 | IGARSS | Improved partition trees for multi-class segmentation of remote sensing images. | Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat |
| 2015 | MICCAI | A Nonparametric Growth Model for Brain Tumor Segmentation in Longitudinal MR Sequences. | Esther Alberts, Guillaume Charpiat, Yuliya Tarabalka, Thomas Huber, Marc-Andr Weber, Jan S. Bauer, Claus Zimmer, Bjoern H. Menze |
| 2014 | ACCV | Multiple Object Tracking by Efficient Graph Partitioning. | Ratnesh Kumar, Guillaume Charpiat, Monique Thonnat |
| 2014 | WACV | Hierarchical representation of videos with spatio-temporal fibers. | Ratnesh Kumar, Guillaume Charpiat, Monique Thonnat |
| 2013 | BMVC | Enforcing Monotonous Shape Growth or Shrinkage in Video Segmentation. | Yuliya Tarabalka, Guillaume Charpiat, Ludovic Brucker, Bjoern H. Menze |
| 2013 | IGARSS | A graph-cut-based method for spatio-temporal segmentation of fire from satellite observations. | Yuliya Tarabalka, Guillaume Charpiat |
| 2012 | ECCV | Learning to Match Appearances by Correlations in a Covariance Metric Space. | Slawomir Bak, Guillaume Charpiat, Etienne Corve, Franois Brmond, Monique Thonnat |
| 2011 | CVPR | Exhaustive family of energies minimizable exactly by a graph cut. | Guillaume Charpiat |
| 2011 | ICIP | A fast Multiple Birth and Cut algorithm using belief propagation. | Ahmed Gamal-Eldin, Xavier Descombes, Guillaume Charpiat, Josiane Zerubia |
| 2011 | ICVS | A Cognitive Vision System for Nuclear Fusion Device Monitoring. | Vincent Martin, Victor Moncada, Jean-Marcel Travere, Thierry Loarer, Franois Brmond, Guillaume Charpiat, Monique Thonnat |
| 2010 | ECCV | Converting Level Set Gradients to Shape Gradients. | Siqi Chen, Guillaume Charpiat, Richard J. Radke |
| 2008 | ECCV | Automatic Image Colorization Via Multimodal Predictions. | Guillaume Charpiat, Matthias Hofmann, Bernhard Schlkopf |
| 2007 | CVPR | Shape Statistics for Image Segmentation with Prior. | Guillaume Charpiat, Olivier D. Faugeras, Renaud Keriven |
| 2006 | ICASSP | Distance-Based Shape Statistics. | Guillaume Charpiat, Olivier D. Faugeras, Renaud Keriven, Pierre Maurel |
| 2005 | ICCV | Image Statistics Based on Diffeomorphic Matching. | Guillaume Charpiat, Olivier D. Faugeras, Renaud Keriven |
| 2005 | ICCV | Designing Spatially Coherent Minimizing Flows for Variational Problems Based on Active Contours. | Guillaume Charpiat, Renaud Keriven, Jean-Philippe Pons, Olivier D. Faugeras |
| 2003 | ICIP | Shape metrics, warping and statistics. | Guillaume Charpiat, Olivier D. Faugeras, Renaud Keriven |