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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⟩
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⟩
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⟩
Samir Sadok, Simon Leglaive, Laurent Girin, Gaël Richard, Xavier Alameda-Pineda. AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder.
IEEE International Conference on Acoustics, Speech, and Signal Processing
, Apr 2025, Hyderabad, India.
⟨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
Affective computing
AVC
Video compression
Character recognition
Deep Learning
Imagerie médicale
Blind source separation
Mathematical morphology
Variational methods
Optimization
Hidden Markov models
Clustering
Deep learning
Transformers
Convolutional neural networks
Task analysis
Texture synthesis
Détection d'anomalies
Nonnegative matrix factorisation
Denoising
Multivariate extremes
Data augmentation
Interpretability
Representation learning
Room impulse response
Source separation
Stochastic approximation
Inverse problem
Bipartite ranking
Segmentation
Retina imaging
Regularization
Time-frequency analysis
Change detection
Filtering
Remote sensing
Convolution
Transfer learning
Natural language processing
Feature extraction
Image restoration
Computational modeling
Wavelet analysis
Video coding
ESPRIT
Estimation
Diffusion
Machine Learning
Audio source separation
Machine learning
Statistical learning
Image processing
Reverberation
Medical imaging
Image segmentation
Signal processing
Explainability
Super-resolution
Feature selection
Computer vision
Apprentissage statistique
Brain imaging
Computer graphics
Optimal transport
Artificial intelligence
Réseaux de neurones
Ranking
Computer Graphics
Music information retrieval
Variational inference
Speckle
Non-negative matrix factorization
SAR
Nonnegative matrix factorization
Training
Neural networks
MRI
Convex optimization
Informed source separation
Bootstrap
Feature learning
Visualization
Compression
Apprentissage profond
Inverse problems
Patches
Empirical risk minimization
Self-supervised learning
HEVC
Débruitage
Polarimetry
Despeckling
Classification
Detection
Apprentissage automatique
EEG
Adaptation models
Room acoustics
Speech enhancement
Anomaly detection
Number of fulltext
1 574
Number of references
1 772
Open access
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