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Image, Data, Signal departement - IDS
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Latest publications
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⟩
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⟩
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⟩
Paraskevas Stamatiadis, Michel Olvera, Slim Essid. SALT: STANDARDIZED AUDIO EVENT LABEL TAXONOMY.
DCASE
, Oct 2024, Tokyo, Japan.
⟨hal-04695595⟩
Michel Olvera, Paraskevas Stamatiadis, Slim Essid. A SOUND DESCRIPTION: EXPLORING PROMPT TEMPLATES AND CLASS DESCRIPTIONS TO ENHANCE ZERO-SHOT AUDIO CLASSIFICATION.
DCASE 2024 - 9th Workshop on Detection and Classification of Acoustic Scenes and Events
, Oct 2024, Tokyo, Japan.
⟨hal-04701759⟩
Kamélia Daudel, François Roueff. Learning with Importance Weighted Variational Inference: Asymptotics for Gradient Estimators of the VR-IWAE Bound. 2024.
⟨hal-04738844⟩
Julien Laval, Joël Chavas, Vanessa Troiani, William Snyder, Marisa Patti, et al.. Towards a foundation model for cortical folding.
Machine Learning in Clinical Neuroimaging (MLCN) Workshop - MICCAI (2024)
, Oct 2024, Marrakesh, Morocco.
⟨hal-04675425⟩
Hugo Malard, Michel Olvera, Stéphane Lathuiliere, Slim Essid. An Eye for an Ear: Zero-shot Audio Description Leveraging an Image Captioner using Audiovisual Distribution Alignment.
Advances in Neural Information Processing Systems
, 2024.
⟨hal-04729913⟩
Keywords
Estimation
Data augmentation
Change detection
Image segmentation
Texture synthesis
Visualization
Image restoration
Inverse problem
Handwriting recognition
Affective computing
Medical imaging
Speech enhancement
MRI
Room impulse response
Apprentissage profond
Video coding
Imagerie médicale
Clustering
Anomaly detection
Character recognition
Machine Learning
Hidden Markov models
Informed source separation
Détection d'anomalies
Music information retrieval
Diffusion
Multivariate extremes
Filtering
Apprentissage automatique
HEVC
EEG
Variational methods
Nonnegative matrix factorization
Bootstrap
Inverse problems
Apprentissage statistique
Patches
Speckle
Non-negative matrix factorization
Computer graphics
Convolutional neural networks
Signal processing
Denoising
Compression
Task analysis
Reverberation
Variational inference
Despeckling
Feature selection
Interpretability
Mathematical morphology
Transformers
Blind source separation
Image processing
Natural language processing
ESPRIT
Artificial intelligence
Detection
Nonparametric estimation
Deep Learning
SAR
Explainability
Stochastic approximation
Super-resolution
Machine learning
Nonnegative matrix factorisation
Self-supervised learning
Image denoising
Convex optimization
Segmentation
Réseaux de neurones
Computer vision
Video compression
Bipartite ranking
Empirical risk minimization
Time-frequency analysis
Neural networks
Débruitage
Ranking
Adaptation models
Feature extraction
Remote sensing
Representation learning
Training
Retina imaging
Image understanding
Brain imaging
Source separation
Classification
Audio source separation
Optimal transport
Computer Graphics
Polarimetry
AVC
Room acoustics
Non-local means
Deep learning
Wavelet analysis
Feature learning
Optimization
Number of fulltext
1 540
Number of references
1 759
Open access
Collaborations per country