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