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Image, Data, Signal departement - IDS
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Latest publications
Mostafa Cherif, Tobías I. Liaudat, Jonathan Kern, Christophe Kervazo, Jérôme Bobin. Uncertainty quantification for fast reconstruction methods using augmented equivariant bootstrap: Application to radio interferometry.
NEURIPS 2024 ML4PS : Machine Learning and the Physical Sciences Workshop
, Dec 2024, Vancouver, Canada.
⟨hal-04767562⟩
Scott Pesme, Radu-Alexandru Dragomir, Nicolas Flammarion. Implicit Bias of Mirror Flow on Separable Data.
NeurIPS 2024 : The 38th Annual Conference on Neural Information Processing Systems
, Dec 2024, Vancouver, Canada.
⟨hal-04807077⟩
David Perera, Victor Letzelter, Théo Mariotte, Adrien Cortés, Mickael Chen, et al.. Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing.
NeurIPS 2024 : 38th Conference on Neural Information Processing Systems
, Dec 2024, Vancouver, Canada.
⟨hal-04762097⟩
Diana Marin, Amal Dev Parakkat, Stefan Ohrhallinger, Michael Wimmer, Steve Oudot, et al.. SING: Stability-Incorporated Neighborhood Graph.
SA 2024 - The 17th ACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia
, Dec 2024, Tokyo, Japan. pp.1-10,
⟨10.1145/3680528.3687674⟩
.
⟨hal-04820002⟩
Yoto Fujita, Aditya Arie Nugraha, Diego Di Carlo, Yoshiaki Bando, Mathieu Fontaine, et al.. Run-Time Adaptation of Neural Beamforming for Robust Speech Dereverberation and Denoising.
2024 APSIPA : Asia-Pacific Signal and Information Processing Association
, Dec 2024, Macau China, China.
⟨hal-04736454⟩
Olivier Fercoq. Defining Lyapunov functions as the solution of a performance estimation saddle point problem. 2024.
⟨hal-04784980⟩
Nathan Huet. Statistical learning for multivariate and functional extremes. Mathematics [math]. Institut Polytechnique de Paris, 2024. English.
⟨NNT : 2024IPPAT031⟩
.
⟨tel-04809879⟩
Morgan Buisson, Brian Mcfee, Slim Essid. Using Pairwise Link Prediction and Graph Attention Networks for Music Structure Analysis.
25th International Society for Music Information Retrieval (ISMIR) (2024)
, Nov 2024, San Francisco (CA), United States.
⟨hal-04665063v2⟩
Antonin Gagnere, Geoffroy Peeters, Slim Essid. A Contrastive Self-Supervised Learning scheme for beat tracking amenable to few-shot learning.
ISMIR 2024 : 25th International Society for Music Information Retrieval (ISMIR) Conference Onsite and Virtual
, Nov 2024, San Francisco, Californ, United States.
⟨hal-04768296⟩
Morgan Buisson, Christopher Ick, Tom Xi, Brian McFee. Zero-Shot Structure Labeling with Audio And Language Model Embeddings.
Extended Abstracts for the Late-Breaking Demo Session of the 25th International Society for Music Information Retrieval Conference (ISMIR)
, Nov 2024, San Francisco California, United States.
⟨hal-04764247⟩
Keywords
Hidden Markov models
Change detection
Natural language processing
EEG
Variational inference
SAR
Character recognition
Multivariate extremes
Imagerie médicale
Empirical risk minimization
Interpretability
Time-frequency analysis
Source separation
Despeckling
Ranking
Nonparametric estimation
Signal processing
HEVC
Filtering
Adaptation models
Speech enhancement
Polarimetry
Machine Learning
Room impulse response
Optimal transport
Representation learning
Task analysis
MRI
Non-negative matrix factorization
Inverse problem
Stochastic approximation
Speckle
Débruitage
Transfer learning
Room acoustics
Diffusion
Wavelet analysis
Self-supervised learning
Segmentation
Neural networks
Bootstrap
Explainability
Réseaux de neurones
Deep learning
Blind source separation
Compression
Convex optimization
Detection
ESPRIT
Détection d'anomalies
Feature selection
AVC
Statistical learning
Inverse problems
Training
Anomaly detection
Super-resolution
Image segmentation
Deep Learning
Machine learning
Visualization
Artificial intelligence
Convolutional neural networks
Estimation
Brain imaging
Feature extraction
Data augmentation
Bipartite ranking
Reverberation
Denoising
Mathematical morphology
Classification
Nonnegative matrix factorization
Texture synthesis
Music information retrieval
Apprentissage automatique
Retina imaging
Image processing
Affective computing
Regularization
Video coding
Audio source separation
Computer Graphics
Computational modeling
Computer graphics
Clustering
Transformers
Apprentissage statistique
Variational methods
Medical imaging
Informed source separation
Video compression
Apprentissage profond
Nonnegative matrix factorisation
Computer vision
Optimization
Patches
Convolution
Feature learning
Remote sensing
Number of fulltext
1 552
Number of references
1 768
Open access
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