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Image, Data, Signal departement - IDS
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Latest publications
Hari Hara Gowtham, Amal Dev Parakkat, Marie-Paule Cani. PointCloudSlicer: Gesture-based segmentation of point clouds.
44th Annual Conference of the European Association for Computer Graphics (EUROGRAPHICS 2023)
, European Association for Computer Graphic, May 2023, Saarbruck, Germany.
⟨hal-04013673⟩
Emma Sarfati, Alexandre Bone, Marc-Michel Rohe, Pietro Gori, Isabelle Bloch. Learning to diagnose cirrhosis from radiological and histological labels with joint self and weakly-supervised pretraining strategies.
IEEE ISBI
, Apr 2023, Cartagena de Indias, Colombia.
⟨hal-03993204⟩
Anass Aghbalou, François Portier, Anne Sabourin, Chen Zhou. Tail Inverse Regression: dimension reduction for prediction of extremes. 2023.
⟨hal-04032206⟩
Tamim El Ahmad, Pierre Laforgue, Florence d'Alché-Buc. Fast Kernel Methods for Generic Lipschitz Losses via p-Sparsified Sketches. 2023.
⟨hal-04001887⟩
Tamim El Ahmad, Luc Brogat-Motte, Pierre Laforgue, Florence d'Alché-Buc. Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels. 2023.
⟨hal-04001898⟩
Alasdair Newson, Yann Traonmilin. Disentangled latent representations of images with atomic autoencoders. 2023.
⟨hal-03962759⟩
Raphaël Achddou, Yann Gousseau, Saïd Ladjal. Fully synthetic training for image restoration tasks. 2023.
⟨hal-03940525⟩
Dimitri Bouche. Function-valued regression with kernels : Improving speed, flexibility and robustness. Machine Learning [stat.ML]. Institut Polytechnique de Paris, 2023. English.
⟨NNT : 2023IPPAT001⟩
.
⟨tel-03968579⟩
Stephan Clémençon, Hamid Jalalzai, Stéphane Lhaut, Anne Sabourin, Johan Segers. Concentration bounds for the empirical angular measure with statistical learning applications. 2023.
⟨hal-03920536⟩
Quentin Legros, Dominique Fourer. Pseudo-Bayesian Approach for Robust Mode Detection and Extraction Based on the STFT.
Sensors
, 2023, 23 (1), pp.85.
⟨10.3390/s23010085⟩
.
⟨hal-03913356⟩
Keywords
Change detection
Feature selection
Feature learning
Magnetoencephalography MEG
ESPRIT
Segmentation
Image understanding
Automatic speech recognition
Blind source separation
Télédétection
Non-negative matrix factorization
Denoising
Structural information
Multivariate extremes
Imagerie médicale
Polarimetry
Spatial relations
Nummelin splitting technique
Audio signal processing
Machine Learning
Apprentissage automatique
Wiener filtering
Signal processing
Nonnegative Matrix Factorization
Photographie
Informed source separation
Music information retrieval
Dynamical systems
Artificial intelligence
EM algorithm
Stochastic approximation
Convolutional neural networks
Hidden Markov models
Super-resolution
Computer vision
Retina imaging
Inverse problem
Débruitage
Mathematical morphology
Diffusion
Classification
Nonnegative matrix factorisation
Video coding
Brain imaging
Apprentissage statistique
Fuzzy sets
Nonnegative matrix factorization
Statistical learning
Optimization
Deep learning
Wavelet analysis
Multimedia
Electroencephalography EEG
Phase reconstruction
Empirical risk minimization
AVC
Apprentissage profond
Patches
Audio source separation
Anomaly detection
Bipartite ranking
Clustering
Adaptive optics
Reverberation
Compressed Sensing
Spatial reasoning
HEVC
Image processing
Estimation
SAR
Texture synthesis
EEG
Observation-driven models
Network coding
Computer Graphics
Matrix factorization
Synchronization
Room impulse response
Computer graphics
MRI
Deep Learning
Wavelets
Variational inference
Natural language processing
View synthesis
Hill estimator
Inverse problems
Détection d'anomalies
Data augmentation
Non-local means
Source separation
Ranking
Remote sensing
Compression
Machine learning
Optimal transport
Réseaux de neurones
Convex optimization
Bootstrap
Image denoising
Number of fulltext
1 264
Number of references
1 682
Open access
Collaborations per country