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