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