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