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