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