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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⟩
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⟩
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⟩
Louis Bahrman, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard. Speech dereverberation constrained on room impulse response characteristics.
INTERSPEECH
, Sep 2024, Kos Island, Greece.
⟨hal-04640068⟩
David Perera, Slim Essid, Richard Gaël. Invariance-based layer regularization for sound event detection.
European Signal Processing Conference
, Aug 2024, Lyon, France.
⟨hal-04645968⟩
Anton Emelchenkov, Mathieu Fontaine, Yves Grenier, Hervé Mahé, François Roueff. Multifrequency Highly Oscillating Aperiodic Amplitude Estimation for Nonlinear Chirp Signal.
European Signal Processing Conference (EUSIPCO)
, Aug 2024, Lyon, France.
⟨hal-04614241⟩
Thomas Bultingaire, Inès Meraoumia, Christophe Kervazo, Loïc Denis, Florence Tupin. Unsupervised radiometric change detection from synthetic aperture radar images.
32nd European Signal Processing Conference EUSIPCO 2024
, Aug 2024, Lyon, France.
⟨hal-04683910⟩
Keywords
Patches
Diffusion
Data augmentation
Computer vision
Neural networks
Deep Learning
Image processing
Phase reconstruction
Computer Graphics
Super-resolution
Video coding
Signal processing
Natural language processing
Apprentissage statistique
Apprentissage automatique
Handwriting recognition
Self-supervised learning
Nonparametric estimation
Mathematical morphology
Segmentation
AVC
Representation learning
Filtering
Ranking
Change detection
Feature selection
Débruitage
Convex optimization
Explainability
Apprentissage profond
Multivariate extremes
Informed source separation
Classification
Variational inference
Feature extraction
Speckle
MRI
Retina imaging
Adaptation models
Image segmentation
EEG
Deep learning
Optimization
Bootstrap
Character recognition
Estimation
ESPRIT
Convolutional neural networks
Nonnegative matrix factorisation
Nonnegative matrix factorization
Affective computing
Imagerie médicale
Source separation
HEVC
Variational methods
Audio source separation
Non-local means
Image denoising
Reverberation
Détection d'anomalies
Non-negative matrix factorization
Room impulse response
Inverse problems
Video compression
Texture synthesis
Image restoration
Interpretability
Feature learning
SAR
Task analysis
Training
Artificial intelligence
Empirical risk minimization
Bipartite ranking
Hidden Markov models
Stochastic approximation
Room acoustics
Réseaux de neurones
Transformers
Speech enhancement
Wavelet analysis
Machine learning
Medical imaging
Remote sensing
Inverse problem
Brain imaging
Clustering
Denoising
Visualization
Compression
Optimal transport
Optimisation
Polarimetry
Music information retrieval
Blind source separation
Anomaly detection
Time-frequency analysis
Computer graphics
Machine Learning
Image understanding
Number of fulltext
1 511
Number of references
1 764
Open access
Collaborations per country