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