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Image, Data, Signal departement - IDS
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Latest publications
Emma Sarfati, Alexandre Bône, Marc-Michel Rohé, Christophe Aubé, Maxime Ronot, et al.. GUIDING THE CLASSIFICATION OF HEPATOCELLULAR CARCINOMA ON 3D CT-SCANS USING DEEP AND HANDCRAFTED RADIOLOGICAL FEATURES.
IEEE ISBI 2025 : 2025 IEEE International Symposium on Biomedical Imaging
, Apr 2025, Houston, United States.
⟨hal-04886299⟩
Victor Deng, Changhong Wang, Gael Richard, Brian McFee. Investigating the Sensitivity of Pre-trained Audio Embeddings to Common Effects.
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
, Apr 2025, Hyderabad, India.
⟨hal-04904470v2⟩
Louis Bahrman, Mathieu Fontaine, Gael Richard. A Hybrid Model for Weakly-Supervised Speech Dereverberation.
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
, Apr 2025, Hyderabad, India.
⟨hal-04931672⟩
Xiaoyu Bie, Xubo Liu, Gaël Richard. Learning Source Disentanglement in Neural Audio Codec.
2025 IEEE International Conference on Acoustics, Speech, and Signal Processing
, IEEE, Apr 2025, Hyderabad, India.
⟨hal-04902131⟩
Samir Sadok, Simon Leglaive, Laurent Girin, Gaël Richard, Xavier Alameda-Pineda. AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder.
ICASSP 2025 - IEEE International Conference on Acoustics, Speech, and Signal Processing
, Apr 2025, Hyderabad, India. pp.1-5.
⟨hal-04891286⟩
Manvi Agarwal, Changhong Wang, Gael Richard. F-StrIPE: Fast Structure-Informed Positional Encoding for Symbolic Music Generation.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
, Apr 2025, Hyderabad, India.
⟨hal-04935674⟩
Emile Barbier--Renard, Florence Tupin, Nicolas Trouvé, Loïc Denis. Multi-view 3D surface reconstruction from SAR images by inverse rendering. 2025.
⟨hal-04922074⟩
Cristiano Ulondu Mendes, Emanuele Dalsasso, Yi Zhang, Loïc Denis, Florence Tupin. POLSAR2POLSAR: A SEMI-SUPERVISED DESPECKLING ALGORITHM FOR POLARIMETRIC SAR IMAGES.
ISPRS Journal of Photogrammetry and Remote Sensing
, 2025, 220 (0924-2716), pp.783-798.
⟨hal-04683566v2⟩
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⟩
Keywords
EEG
Statistical learning
Affective computing
Polarimetry
Retina imaging
Despeckling
Natural language processing
Explainability
Deep Learning
Image processing
Character recognition
Speech enhancement
Remote sensing
Compression
Video coding
Mathematical morphology
Machine learning
Apprentissage profond
Task analysis
Denoising
Multivariate extremes
AVC
Machine Learning
Empirical risk minimization
Self-supervised learning
Informed source separation
Reverberation
Débruitage
Transfer learning
Adaptation models
Computer vision
Wavelet analysis
Classification
Convolutional neural networks
Anomaly detection
Brain imaging
Stochastic approximation
Deep learning
Non-negative matrix factorization
Apprentissage automatique
Time-frequency analysis
Estimation
Super-resolution
Change detection
Room acoustics
Segmentation
Feature extraction
Nonnegative matrix factorisation
Detection
Speckle
MRI
Nonnegative matrix factorization
SAR
Visualization
Variational inference
Image restoration
Audio source separation
Interpretability
Hidden Markov models
Variational methods
Texture synthesis
Source separation
Bipartite ranking
Patches
HEVC
Neural networks
Artificial intelligence
Optimization
Regularization
Representation learning
Medical imaging
Convex optimization
Optimal transport
Blind source separation
Room impulse response
Image segmentation
Diffusion
Inverse problems
Détection d'anomalies
Video compression
Clustering
Apprentissage statistique
Music information retrieval
Training
Feature learning
Convolution
Computational modeling
Feature selection
ESPRIT
Imagerie médicale
Computer Graphics
Computer graphics
Bootstrap
Filtering
Réseaux de neurones
Transformers
Signal processing
Inverse problem
Ranking
Data augmentation
Number of fulltext
1 574
Number of references
1 771
Open access
56 %
Collaborations per country