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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⟩
Pascal Bianchi, Rodolfo Rios-Zertuche. A closed-measure approach to stochastic approximation. 2023.
⟨hal-04319492⟩
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⟩
Keywords
Statistical learning
Computer vision
Spatial reasoning
Image understanding
Stochastic approximation
Classification
Deep learning
Convex optimization
ESPRIT
Texture synthesis
AVC
Character recognition
Bootstrap
Adaptive optics
Change detection
Brain imaging
Segmentation
HEVC
Speech recognition
Natural language processing
Big data
Remote sensing
Clustering
Training
Consistency
Data augmentation
Réseaux de neurones
Signal processing
Image restoration
Optimization
Blind source separation
Artificial intelligence
Mathematical morphology
Super-resolution
Retina imaging
Détection d'anomalies
Ranking
Patches
Structural information
Computer Graphics
Nonnegative matrix factorization
Audio signal processing
Image processing
Empirical risk minimization
Feature extraction
Apprentissage statistique
Reverberation
Polarimetry
Affective computing
Deep neural networks
Convolutional neural networks
Nonnegative matrix factorisation
Video coding
Video compression
Compression
Representation learning
EEG
Automatic speech recognition
Optimal transport
Feature selection
Débruitage
Computer graphics
Speech enhancement
Wavelet analysis
Apprentissage automatique
Visualization
Image segmentation
Deep Learning
Bipartite ranking
Handwriting recognition
View synthesis
Non-negative matrix factorization
Music information retrieval
Rendering
Machine learning
Hidden Markov models
Synchronization
Inverse problems
Estimation
Spatial relations
Wiener filtering
Télédétection
Feature learning
Apprentissage profond
Wavelets
Anomaly detection
Inverse problem
MRI
SAR
Multivariate extremes
Audio source separation
Variational inference
Room impulse response
Diffusion
Informed source separation
Denoising
Source separation
Photographie
Machine Learning
Phase reconstruction
Number of fulltext
1 374
Number of references
1 766
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