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