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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⟩
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⟩
Chloé Clavel, Matthieu Labeau, Justine Cassell. Socio-conversational systems: Three challenges at the crossroads of fields.
Frontiers in Robotics and AI
, 2022, 9,
⟨10.3389/frobt.2022.937825⟩
.
⟨hal-03990543⟩
Keywords
Débruitage
Anomaly detection
Network coding
Magnetoencephalography MEG
Apprentissage profond
Wavelets
Convex optimization
Machine Learning
Particle filter
Nummelin splitting technique
Compressed Sensing
Variational inference
Apprentissage statistique
Estimation
Statistical learning
Remote sensing
Retina imaging
Data augmentation
Spatial reasoning
Wiener filtering
Denoising
Bootstrap
Natural language processing
Polarimetry
Nonnegative Matrix Factorization
Observation-driven models
Hill estimator
Patches
Adaptive optics
Optimization
Image denoising
Hidden Markov models
Brain imaging
Bipartite ranking
Audio source separation
Mathematical morphology
Blind source separation
Artificial intelligence
Compression
Informed source separation
Réseaux de neurones
Ranking
Texture synthesis
Wavelet analysis
Optimal transport
Spatial relations
Stochastic approximation
Super-resolution
Non-negative matrix factorization
SAR
Synchronization
Reverberation
Convolutional neural networks
Audio signal processing
Room impulse response
Source separation
Classification
Non-local means
AVC
Segmentation
Phase reconstruction
Electroencephalography EEG
Empirical risk minimization
Deep Learning
Nonnegative matrix factorization
Video coding
MRI
Dynamical systems
Computer vision
Computer Graphics
Multimedia
Signal processing
Computer graphics
HEVC
Machine learning
ESPRIT
Imagerie médicale
EEG
Diffusion
Clustering
Structural information
Nonnegative matrix factorisation
Apprentissage automatique
EM algorithm
Image processing
Multivariate extremes
Music information retrieval
Inverse problem
View synthesis
Image understanding
Change detection
Automatic speech recognition
Feature learning
Inverse problems
Photographie
Détection d'anomalies
Fuzzy sets
Deep learning
Feature selection
Télédétection
Number of fulltext
1 260
Number of references
1 678
Open access
Collaborations per country