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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⟩
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⟩
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⟩
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⟩
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⟩
Aref Einizade, Fragkiskos D. Malliaros, Jhony H. Giraldo. Continuous Product Graph Neural Networks.
NeurIPS 2024 - 38th Conference on Neural Information Processing Systems
, Dec 2024, Vancouver (BC), Canada.
⟨hal-04896043⟩
Keywords
Audio source separation
Computer Graphics
Reverberation
Retina imaging
Feature selection
Self-supervised learning
Informed source separation
Optimal transport
Affective computing
Training
Anomaly detection
Filtering
Nonnegative matrix factorisation
Brain imaging
Medical imaging
Machine Learning
Machine learning
Clustering
Stochastic approximation
Remote sensing
Deep Learning
AVC
HEVC
Video coding
Ranking
Classification
Réseaux de neurones
Wavelet analysis
Empirical risk minimization
Détection d'anomalies
Apprentissage automatique
Estimation
Regularization
Bootstrap
Patches
Convex optimization
Transfer learning
Computational modeling
Room impulse response
Transformers
Multivariate extremes
Image processing
Data augmentation
Hidden Markov models
Detection
Variational inference
Source separation
Nonnegative matrix factorization
SAR
Computer graphics
Convolutional neural networks
Convolution
Inverse problems
Feature learning
Video compression
Neural networks
Image restoration
Segmentation
Bipartite ranking
Compression
Representation learning
Feature extraction
Room acoustics
Apprentissage statistique
Speech enhancement
Mathematical morphology
Artificial intelligence
Natural language processing
Optimization
MRI
Adaptation models
Débruitage
Blind source separation
Computer vision
Speckle
Statistical learning
Variational methods
Deep learning
Super-resolution
Denoising
EEG
Diffusion
Image segmentation
Time-frequency analysis
Visualization
Explainability
Change detection
Apprentissage profond
Music information retrieval
ESPRIT
Texture synthesis
Despeckling
Task analysis
Inverse problem
Non-negative matrix factorization
Imagerie médicale
Interpretability
Character recognition
Signal processing
Polarimetry
Number of fulltext
1 574
Number of references
1 772
Open access
Collaborations per country