Édouard Duchesnay

1. SepVAE: a contrastive VAE to separate pathological patterns from healthy ones
   2023/07/12 by Robin Louiset, Louiset, Robin, Édouard Duchesnay +7 · 2 citations
   Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (stat.ML) #Radiomics and Machine Learning in Medical Imaging
2. Separating common from salient patterns with Contrastive Representation Learning
   2024/02/19 by Robin Louiset, Édouard Duchesnay, Louiset, Robin +5 · 2 citations
   Computer Science · #Machine Learning in Healthcare #Human Pose and Action Recognition #Generative Adversarial Networks and Image Synthesis
3. Contrastive learning for regression in multi-site brain age prediction
   2022/11/14 by Carlo Alberto Barbano, Benoît Dufumier, Barbano, Carlo Alberto +7 · 2 citations
   Medicine · Computer Science · #Fetal and Pediatric Neurological Disorders #Domain Adaptation and Few-Shot Learning #Neonatal and fetal brain pathology
4. Benchmarking CNN on 3D Anatomical Brain MRI: Architectures, Data Augmentation and Deep Ensemble Learning
   2021/06/02 by Benoît Dufumier, Dufumier, Benoit, Pietro Gori +9 · 1 citation
   Computer Science · Medicine · #Medical Image Segmentation Techniques #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging
5. Conditional Alignment and Uniformity for Contrastive Learning with\n Continuous Proxy Labels
   2021/11/10 by Benoît Dufumier, Pietro Gori, Dufumier, Benoit +7 · 1 citation
   Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques