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Image, Data, Signal departement - IDS
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Latest publications
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-04665063⟩
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⟩
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⟩
Xuanyu Zhuang, Geoffroy Peeters, Gaël Richard. EPISODIC FINE-TUNING PROTOTYPICAL NETWORKS FOR OPTIMIZATION-BASED FEW-SHOT LEARNING: APPLICATION TO AUDIO CLASSIFICATION.
2024 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2024)
, Sep 2024, London (UK), United Kingdom.
⟨hal-04720291⟩
Teysir Baoueb, Xiaoyu Bie, Hicham Janati, Gael Richard. WaveTransfer: A Flexible End-to-end Multi-instrument Timbre Transfer with Diffusion.
2024 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2024)
, Sep 2024, London (UK), United Kingdom.
⟨hal-04685184⟩
Nada Mimouni, Jean-Claude Moissinac. Towards Efficient Exploitation of Large Knowledge Bases by Context Graphs.
SEMANTICS 2024
, Sep 2024, Amsterdam, Netherlands.
⟨hal-04628484⟩
Cristiano Ulondu Mendes, Emanuele Dalsasso, Yi Zhang, Loïc Denis, Florence Tupin. POLSAR2POLSAR: A SEMI-SUPERVISED DESPECKLING ALGORITHM FOR POLARIMETRIC SAR IMAGES. 2024.
⟨hal-04683566⟩
Liam Kelley, Diego Di Carlo, Aditya Arie Nugraha, Mathieu Fontaine, Yoshiaki Bando, et al.. RIR-in-a-Box: Estimating Room Acoustics from 3D Mesh Data through Shoebox Approximation.
INTERSPEECH
, Sep 2024, Kos International Convention Center, Kos Island, Greece.
⟨hal-04632526⟩
Martin Lebourdais, Théo Mariotte, Antonio Almudévar, Marie Tahon, Alfonso Ortega. Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing.
Interspeech 2024
, International Speech Communication Association (ISCA), Sep 2024, Kos / Greece, France.
⟨hal-04617131⟩
Keywords
Feature selection
Imagerie médicale
Video coding
Apprentissage automatique
Time-frequency analysis
Audio source separation
Segmentation
Compression
Apprentissage profond
Bootstrap
Convolutional neural networks
Denoising
Computer vision
Affective computing
Neural networks
Room acoustics
Remote sensing
Ranking
Classification
Image denoising
Detection
Variational inference
Débruitage
Despeckling
Reverberation
MRI
Self-supervised learning
Empirical risk minimization
Signal processing
Data augmentation
Estimation
Wavelet analysis
Deep Learning
Texture synthesis
Super-resolution
Natural language processing
Bipartite ranking
Inverse problem
Training
Patches
Informed source separation
EEG
Blind source separation
Mathematical morphology
Image processing
ESPRIT
Machine learning
Nonnegative matrix factorization
Transformers
Explainability
Character recognition
Speech enhancement
Image segmentation
Stochastic approximation
Representation learning
Computer Graphics
Multivariate extremes
Brain imaging
Feature learning
Apprentissage statistique
Computer graphics
Hidden Markov models
Filtering
Machine Learning
Non-negative matrix factorization
Source separation
Image understanding
AVC
Clustering
Video compression
Interpretability
Anomaly detection
Speckle
Nonparametric estimation
Variational methods
Inverse problems
Non-local means
Handwriting recognition
Optimization
Réseaux de neurones
Optimal transport
Medical imaging
Room impulse response
Nonnegative matrix factorisation
Music information retrieval
Polarimetry
Deep learning
SAR
Détection d'anomalies
Artificial intelligence
Convex optimization
Visualization
Task analysis
Retina imaging
Diffusion
Image restoration
Adaptation models
HEVC
Feature extraction
Change detection
Number of fulltext
1 525
Number of references
1 760
Open access
Collaborations per country