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