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