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