Emmanuel Vallée

According to our database, Emmanuel Vallée authored at least 8 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Training Deep Learning Models with Hybrid Datasets for Robust Automatic Target Detection on real SAR images.

Benjamin Camus, Théo Voillemin, Corentin Le Barbu, Jean-Christophe Louvigné, Carole Belloni, Emmanuel Vallée

CoRR, 2024

2020

Unsupervised Domain Adaptation With Optimal Transport in Multi-Site Segmentation of Multiple Sclerosis Lesions From MRI Data.

Antoine Ackaouy, Nicolas Courty, Emmanuel Vallée, Olivier Commowick, Christian Barillot, Francesca Galassi

Frontiers Comput. Neurosci., 2020

2019

Unsupervised and weakly supervised approaches for answer selection tasks with scarce annotations.

Emmanuel Vallée, Delphine Charlet, Francesca Galassi, Gabriel Marzinotto, Fabrice Clérot, Frank Meyer

Open Comput. Sci., 2019

How to Deal with Scarce Annotations in Answer Selection.

Emmanuel Vallée, Delphine Charlet, Gabriel Marzinotto, Fabrice Clérot, Frank Meyer

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

2018

Image processing and Quality Control for the first 10, 000 brain imaging datasets from UK Biobank.

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

NeuroImage, 2018

A Machine Learning Approach to Diffusion MRI Partial Volume Estimation.

Emmanuel Vallée, Wenchuan Wu, Francesca Galassi, Saâd Jbabdi, Stephen M. Smith

Proceedings of the Simulation and Synthesis in Medical Imaging, 2018

Voxel-Wise Comparison with a-contrario Analysis for Automated Segmentation of Multiple Sclerosis Lesions from Multimodal MRI.

Francesca Galassi, Olivier Commowick, Emmanuel Vallée, Christian Barillot

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

2013

Statistical Analysis of White Matter Integrity for the Clinical Study of Typical Specific Language Impairment in Children.

Emmanuel Vallée, Olivier Commowick, Camille Maumet, Aymeric Stamm, Elisabeth Le Rumeur, Catherine Allaire, Jean-Christophe Ferré, Clément de Guibert, Christian Barillot

Proceedings of the Computational Diffusion MRI and Brain Connectivity, 2013