Transformers Compression Hidden Markov models Signal processing Computer vision Non-negative matrix factorization Character recognition Structural information Anomaly detection Retina imaging Training Patches Artificial intelligence Time-frequency analysis Segmentation Apprentissage statistique Bipartite ranking Imagerie médicale Détection d'anomalies Feature extraction Change detection Nonnegative matrix factorization Synchronization Data augmentation EEG Optimal transport ESPRIT Stochastic approximation Photographie Informed source separation Room impulse response Blind source separation Source separation Spatial relations Télédétection Feature selection Natural language processing Phase reconstruction Image understanding Débruitage Reverberation Speech recognition Adaptive optics Spatial reasoning Remote sensing Wavelets Apprentissage Statistical learning Mathematical morphology Empirical risk minimization Image processing Convex optimization Polarimetry Variational inference Clustering Deep Learning Classification SAR View synthesis Image segmentation Optimisation Apprentissage profond Image restoration Super-resolution Inverse problems Deep learning Inverse problem Representation learning Multivariate extremes Rendering Bootstrap Affective computing Réseaux de neurones Estimation Visualization Apprentissage automatique Audio source separation Diffusion Ranking Feature learning Optimization MRI Machine learning Handwriting recognition AVC Texture synthesis Task analysis Medical imaging Video compression Convolutional neural networks Wiener filtering Video coding Computer Graphics Speech enhancement Nonnegative matrix factorisation Denoising Wavelet analysis HEVC Music information retrieval Machine Learning