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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
Ranking
Convolutional neural networks
EEG
Nonnegative matrix factorisation
Nonnegative matrix factorization
Image denoising
Video coding
Remote sensing
Débruitage
Non-negative matrix factorization
Optimization
Adaptive optics
Bipartite ranking
Hidden Markov models
Wiener filtering
Machine Learning
Audio source separation
Hill estimator
Magnetoencephalography MEG
Nonnegative Matrix Factorization
Data augmentation
Feature learning
Réseaux de neurones
HEVC
Machine learning
Computer Graphics
Computer vision
Statistical learning
Structural information
Room impulse response
Apprentissage statistique
Nummelin splitting technique
Observation-driven models
Particle filter
Bootstrap
Multimedia
Télédétection
Inverse problems
Clustering
Classification
Multivariate extremes
Anomaly detection
Feature selection
Spatial reasoning
Optimal transport
Blind source separation
Wavelets
Photographie
Mathematical morphology
Phase reconstruction
Change detection
Computer graphics
Compressed Sensing
Artificial intelligence
Polarimetry
Electroencephalography EEG
Non-local means
Empirical risk minimization
AVC
Deep learning
Imagerie médicale
EM algorithm
Fuzzy sets
Super-resolution
View synthesis
Variational inference
Synchronization
Diffusion
Compression
Brain imaging
Apprentissage profond
Reverberation
Automatic speech recognition
Retina imaging
Image processing
Network coding
SAR
Source separation
Audio signal processing
Denoising
Image understanding
Deep Learning
Dynamical systems
Natural language processing
Texture synthesis
Signal processing
Spatial relations
Apprentissage automatique
Informed source separation
Convex optimization
Wavelet analysis
Détection d'anomalies
MRI
ESPRIT
Music information retrieval
Patches
Estimation
Inverse problem
Stochastic approximation
Segmentation
Number of fulltext
1 261
Number of references
1 679
Open access
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