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