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