Feature selection Imagerie médicale Video coding Apprentissage automatique Time-frequency analysis Audio source separation Segmentation Compression Apprentissage profond Bootstrap Convolutional neural networks Denoising Computer vision Affective computing Neural networks Room acoustics Remote sensing Ranking Classification Image denoising Detection Variational inference Débruitage Despeckling Reverberation MRI Self-supervised learning Empirical risk minimization Signal processing Data augmentation Estimation Wavelet analysis Deep Learning Texture synthesis Super-resolution Natural language processing Bipartite ranking Inverse problem Training Patches Informed source separation EEG Blind source separation Mathematical morphology Image processing ESPRIT Machine learning Nonnegative matrix factorization Transformers Explainability Character recognition Speech enhancement Image segmentation Stochastic approximation Representation learning Computer Graphics Multivariate extremes Brain imaging Feature learning Apprentissage statistique Computer graphics Hidden Markov models Filtering Machine Learning Non-negative matrix factorization Source separation Image understanding AVC Clustering Video compression Interpretability Anomaly detection Speckle Nonparametric estimation Variational methods Inverse problems Non-local means Handwriting recognition Optimization Réseaux de neurones Optimal transport Medical imaging Room impulse response Nonnegative matrix factorisation Music information retrieval Polarimetry Deep learning SAR Détection d'anomalies Artificial intelligence Convex optimization Visualization Task analysis Retina imaging Diffusion Image restoration Adaptation models HEVC Feature extraction Change detection