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Image, Data, Signal departement - IDS
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Latest publications
Louis Airale, Xavier Alameda-Pineda, Stéphane Lathuilière, Dominique Vaufreydaz. Autoregressive GAN for Semantic Unconditional Head Motion Generation.
ACM Transactions on Multimedia Computing, Communications and Applications
, 2024.
⟨hal-03833759v3⟩
Giammarco La Barbera, Laurence Rouet, Haithem Boussaid, Alexis Lubet, Rania Kassir, et al.. Tubular structures segmentation of pediatric abdominal-visceral ceCT images with renal tumors: assessment, comparison and improvement.
Medical Image Analysis
, 2023.
⟨hal-04222626⟩
James Cheshire, Vincent Laurent, Stéphan Clémençon. Active Bipartite Ranking. 2023.
⟨hal-04242023v1⟩
Victor Letzelter, Mathieu Fontaine, Mickaël Chen, Patrick Pérez, Slim Essid, et al.. Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis.
Advances in neural information processing systems
, Dec 2023, New Orleans, United States.
⟨hal-04216055⟩
Patrice Bertail, Stephan Clémençon, Carlos Fernández. Tail Index Estimation for Discrete Heavy-Tailed Distributions with Application to Statistical Inference for Regular Markov Chains. 2023.
⟨hal-04299756⟩
Patrice Bertail, Cécile Durot, Carlos Fernández. Harris Recurrent Markov Chains and Nonlinear Monotone Cointegrated Models. 2023.
⟨hal-04299698⟩
Carlos Fernández. Regenerative bootstrap for β-null recurrent Markov chains. 2023.
⟨hal-04299736⟩
Roland Badeau. Audiocarnet for the presentation of the Statistical Wave Field Theory. 2023.
⟨hal-04282808⟩
Morgan Buisson, Brian Mcfee, Slim Essid, Helene-Camille Crayencour. A Repetition-based Triplet Mining Approach for Music Segmentation.
International Society for Music Information Retrieval (ISMIR)
, Nov 2023, Milan, Italy.
⟨hal-04202766⟩
Alain Riou, Stefan Lattner, Gaëtan Hadjeres, Geoffroy Peeters. PESTO: Pitch Estimation with Self-supervised Transposition-equivariant Objective.
International Society for Music Information Retrieval Conference (ISMIR 2023)
, Nov 2023, Milan, Italy.
⟨10.48550/arXiv.2309.02265⟩
.
⟨hal-04260042⟩
Keywords
Denoising
Multivariate extremes
Spatial relations
Statistical learning
Video coding
Remote sensing
Classification
Inverse problem
Retina imaging
Affective computing
View synthesis
Video compression
Convolutional neural networks
EEG
ESPRIT
Apprentissage statistique
Signal processing
Deep Learning
Feature learning
Apprentissage profond
Diffusion
Reverberation
Image segmentation
MRI
Visualization
Audio source separation
Hidden Markov models
Variational inference
Compression
Natural language processing
Big data
Anomaly detection
Machine Learning
Nonnegative matrix factorization
Polarimetry
Speech enhancement
Automatic speech recognition
Apprentissage automatique
Deep learning
AVC
Adaptive optics
Réseaux de neurones
Character recognition
Informed source separation
Computer Graphics
Machine learning
Optimization
HEVC
Détection d'anomalies
Empirical risk minimization
Inverse problems
Blind source separation
Mathematical morphology
Structural information
Feature selection
Clustering
Texture synthesis
Télédétection
Change detection
Feature extraction
Wavelets
Data augmentation
Débruitage
Deep neural networks
Image restoration
Representation learning
Music information retrieval
Non-negative matrix factorization
Rendering
Spatial reasoning
Nonnegative matrix factorisation
Estimation
Computer graphics
Image processing
Phase reconstruction
Optimal transport
Handwriting recognition
Bootstrap
Stochastic approximation
Room impulse response
Audio signal processing
Training
Wavelet analysis
Bipartite ranking
Consistency
Synchronization
Super-resolution
Segmentation
Brain imaging
Speech recognition
Image understanding
Patches
Convex optimization
Source separation
Ranking
Wiener filtering
Computer vision
Artificial intelligence
SAR
Photographie
Number of fulltext
1 372
Number of references
1 765
Open access
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