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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⟩
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⟩
Pascal Bianchi, Bernard Delyon, François Portier, Victor Priser. STOCHASTIC MIRROR DESCENT FOR NONPARAMETRIC ADAPTIVE IMPORTANCE SAMPLING. 2024.
⟨hal-04702293⟩
Keywords
Character recognition
Optimal transport
Texture synthesis
Bootstrap
Débruitage
Estimation
Affective computing
Nonnegative matrix factorisation
Diffusion
Clustering
Task analysis
Speech enhancement
Feature learning
Empirical risk minimization
Stochastic approximation
Change detection
Informed source separation
Retina imaging
Deep Learning
Representation learning
Convex optimization
Variational inference
Deep learning
Audio source separation
Détection d'anomalies
EEG
Inverse problem
Handwriting recognition
Denoising
Data augmentation
Wavelet analysis
Imagerie médicale
Reverberation
Anomaly detection
Image restoration
AVC
Réseaux de neurones
Computer graphics
Computer Graphics
Training
Inverse problems
Ranking
Blind source separation
MRI
Source separation
Filtering
Room acoustics
Apprentissage profond
Machine learning
Explainability
Video compression
Image denoising
Signal processing
Segmentation
Feature extraction
Compression
HEVC
Apprentissage automatique
Apprentissage statistique
Super-resolution
Machine Learning
Medical imaging
Optimisation
Mathematical morphology
Brain imaging
Feature selection
Multivariate extremes
Transformers
Computer vision
Music information retrieval
Remote sensing
Self-supervised learning
Nonparametric estimation
Artificial intelligence
Bipartite ranking
Non-local means
Speckle
Hidden Markov models
Neural networks
Image segmentation
Interpretability
Image understanding
Variational methods
Optimization
Nonnegative matrix factorization
Room impulse response
SAR
Visualization
Patches
Time-frequency analysis
Natural language processing
Convolutional neural networks
Image processing
Non-negative matrix factorization
Classification
Video coding
Polarimetry
Detection
ESPRIT
Adaptation models
Number of fulltext
1 522
Number of references
1 760
Open access
Collaborations per country