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