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