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