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