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Emmanuel Vallée
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2020 – today
- 2024
- [i1]Benjamin Camus, Théo Voillemin, Corentin Le Barbu, Jean-Christophe Louvigné, Carole Belloni, Emmanuel Vallée:
Training Deep Learning Models with Hybrid Datasets for Robust Automatic Target Detection on real SAR images. CoRR abs/2405.09588 (2024) - 2020
- [j3]Antoine Ackaouy, Nicolas Courty, Emmanuel Vallée, Olivier Commowick, Christian Barillot, Francesca Galassi:
Unsupervised Domain Adaptation With Optimal Transport in Multi-Site Segmentation of Multiple Sclerosis Lesions From MRI Data. Frontiers Comput. Neurosci. 14: 19 (2020)
2010 – 2019
- 2019
- [j2]Emmanuel Vallée, Delphine Charlet, Francesca Galassi, Gabriel Marzinotto, Fabrice Clérot, Frank Meyer:
Unsupervised and weakly supervised approaches for answer selection tasks with scarce annotations. Open Comput. Sci. 9(1): 136-144 (2019) - [c4]Emmanuel Vallée, Delphine Charlet, Gabriel Marzinotto, Fabrice Clérot, Frank Meyer:
How to Deal with Scarce Annotations in Answer Selection. SIGIR 2019: 917-920 - 2018
- [j1]Fidel Alfaro-Almagro, Mark Jenkinson, Neal K. Bangerter, Jesper L. R. Andersson, Ludovica Griffanti, Gwenaëlle Douaud, Stamatios N. Sotiropoulos, Saâd Jbabdi, Moisés Hernández-Fernández, Emmanuel Vallée, Diego Vidaurre, Matthew A. Webster, Paul McCarthy, Christopher Rorden, Alessandro Daducci, Daniel C. Alexander, Hui Zhang, Iulius Dragonu, Paul M. Matthews, Karla L. Miller, Stephen M. Smith:
Image processing and Quality Control for the first 10, 000 brain imaging datasets from UK Biobank. NeuroImage 166: 400-424 (2018) - [c3]Emmanuel Vallée, Wenchuan Wu, Francesca Galassi, Saâd Jbabdi, Stephen M. Smith:
A Machine Learning Approach to Diffusion MRI Partial Volume Estimation. SASHIMI@MICCAI 2018: 42-51 - [c2]Francesca Galassi, Olivier Commowick, Emmanuel Vallée, Christian Barillot:
Voxel-Wise Comparison with a-contrario Analysis for Automated Segmentation of Multiple Sclerosis Lesions from Multimodal MRI. BrainLes@MICCAI (1) 2018: 180-188 - 2013
- [c1]Emmanuel Vallée, Olivier Commowick, Camille Maumet, Aymeric Stamm, Elisabeth Le Rumeur, Catherine Allaire, Jean-Christophe Ferré, Clément de Guibert, Christian Barillot:
Statistical Analysis of White Matter Integrity for the Clinical Study of Typical Specific Language Impairment in Children. CDMRI/MMBC@MICCAI 2013: 187-195
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