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