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