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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
Super-resolution
Deep neural networks
Apprentissage automatique
Training
Convolutional neural networks
EEG
Apprentissage statistique
HEVC
Non-negative matrix factorization
Polarimetry
Reverberation
Signal processing
Artificial intelligence
Image processing
Remote sensing
Computer vision
Segmentation
Diffusion
Hidden Markov models
Music information retrieval
Change detection
Image restoration
Feature learning
Natural language processing
Computer Graphics
Variational inference
ESPRIT
Affective computing
Bootstrap
Télédétection
Bipartite ranking
Deep learning
Texture synthesis
Anomaly detection
Machine learning
Classification
Wavelets
Spatial relations
Photographie
SAR
Apprentissage profond
Room impulse response
Phase reconstruction
Multivariate extremes
Data augmentation
Brain imaging
Character recognition
Clustering
Deep Learning
Patches
AVC
View synthesis
Mathematical morphology
Informed source separation
Compression
Handwriting recognition
Statistical learning
Video compression
Wiener filtering
Blind source separation
Stochastic approximation
Wavelet analysis
Débruitage
Source separation
Computer graphics
Retina imaging
Image segmentation
Representation learning
Nonnegative matrix factorization
Inverse problem
Speech enhancement
Optimal transport
Inverse problems
Feature selection
Spatial reasoning
Machine Learning
Denoising
Ranking
MRI
Consistency
Image understanding
Empirical risk minimization
Adaptive optics
Réseaux de neurones
Structural information
Détection d'anomalies
Optimization
Speech recognition
Audio source separation
Estimation
Nonnegative matrix factorisation
Visualization
Rendering
Big data
Feature extraction
Convex optimization
Automatic speech recognition
Synchronization
Video coding
Audio signal processing
Number of fulltext
1 372
Number of references
1 765
Open access
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