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