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