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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⟩
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⟩
Jacques Prado. Mersenne et la conjecture de Collatz. 2022.
⟨hal-03195174v9⟩
Alban Gauthier. Morphing and level-of-detail operators for interactive digital material design and rendering. Image Processing [eess.IV]. Institut Polytechnique de Paris, 2022. English.
⟨NNT : 2022IPPAT036⟩
.
⟨tel-03938584⟩
Keywords
Hill estimator
Bipartite ranking
Data augmentation
Denoising
Wiener filtering
Structural information
Blind source separation
Informed source separation
Computer Graphics
Débruitage
Reverberation
AVC
Computer graphics
Spatial relations
Phase reconstruction
Réseaux de neurones
Brain imaging
Spatial reasoning
Deep learning
Music information retrieval
Audio source separation
Détection d'anomalies
Automatic speech recognition
Imagerie médicale
ESPRIT
Ranking
Classification
Convolutional neural networks
SAR
Multivariate extremes
Compressed Sensing
Artificial intelligence
Optimization
Source separation
Estimation
Nonnegative Matrix Factorization
Change detection
Télédétection
Empirical risk minimization
Matrix factorization
Apprentissage profond
Fuzzy sets
Compression
Non-negative matrix factorization
Apprentissage automatique
EM algorithm
Image processing
Magnetoencephalography MEG
Machine Learning
Anomaly detection
Statistical learning
Mathematical morphology
Patches
Non-local means
Deep Learning
Machine learning
Variational inference
Clustering
Nonnegative matrix factorisation
Bootstrap
Audio signal processing
MRI
Wavelet analysis
Nummelin splitting technique
Hidden Markov models
Retina imaging
Apprentissage statistique
Polarimetry
Image understanding
Convex optimization
Adaptive optics
Natural language processing
Image denoising
Wavelets
Signal processing
Segmentation
Video coding
Inverse problems
HEVC
Multimedia
Stochastic approximation
Synchronization
Room impulse response
Network coding
Electroencephalography EEG
Super-resolution
EEG
Diffusion
Dynamical systems
Feature selection
Optimal transport
Feature learning
Computer vision
Photographie
Remote sensing
Inverse problem
View synthesis
Nonnegative matrix factorization
Texture synthesis
Observation-driven models
Number of fulltext
1 262
Number of references
1 681
Open access
Collaborations per country