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