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