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