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