Stefanos Eleftheriadis
Stefanos Eleftheriadis
Senior machine learning researcher at Secondmind
Verified email at secondmind.ai - Homepage
Title
Cited by
Cited by
Year
Discriminative shared gaussian processes for multiview and view-invariant facial expression recognition
S Eleftheriadis, O Rudovic, M Pantic
IEEE transactions on image processing 24 (1), 189-204, 2014
1952014
Multi-conditional latent variable model for joint facial action unit detection
S Eleftheriadis, O Rudovic, M Pantic
Proceedings of the IEEE international conference on computer vision, 3792-3800, 2015
842015
Identification of Gaussian Process State Space Models.
S Eleftheriadis, T Nicholson, MP Deisenroth, J Hensman
NIPS, 5309-5319, 2017
512017
DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding
D Linh Tran, R Walecki, S Eleftheriadis, B Schuller, M Pantic
Proceedings of the IEEE International Conference on Computer Vision, 3190-3199, 2017
39*2017
Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models
H Salimbeni, S Eleftheriadis, J Hensman
Proceedings of the International Conference on Artificial Intelligence and …, 2018
382018
Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units
S Eleftheriadis, O Rudovic, MP Deisenroth, M Pantic
Asian Conference of Computer Vision, 2016
322016
Shared Gaussian process latent variable model for multi-view facial expression recognition
S Eleftheriadis, O Rudovic, M Pantic
International Symposium on Visual Computing, 527-538, 2013
312013
Joint facial action unit detection and feature fusion: A multi-conditional learning approach
S Eleftheriadis, O Rudovic, M Pantic
IEEE transactions on image processing 25 (12), 5727-5742, 2016
242016
Banded matrix operators for Gaussian Markov models in the automatic differentiation era
N Durrande, V Adam, L Bordeaux, S Eleftheriadis, J Hensman
International Conference on Artificial Intelligence and Statistics, 2780--2789, 2019
172019
Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis
S Eleftheriadis, O Rudovic, MP Deisenroth, M Pantic
International Conference on Computer Vision and Pattern Recognition …, 2016
152016
Gaussian process domain experts for modeling of facial affect
S Eleftheriadis, O Rudovic, MP Deisenroth, M Pantic
IEEE transactions on image processing 26 (10), 4697-4711, 2017
132017
Epione: An innovative pain management system using facial expression analysis, biofeedback and augmented reality-based distraction
S Georgoulis, S Eleftheriadis, D Tzionas, K Vrenas, P Petrantonakis, ...
2010 International Conference on Intelligent Networking and Collaborative …, 2010
102010
View-constrained latent variable model for multi-view facial expression classification
S Eleftheriadis, O Rudovic, M Pantic
International symposium on visual computing, 292-303, 2014
92014
Doubly sparse variational Gaussian processes
V Adam, S Eleftheriadis, A Artemev, N Durrande, J Hensman
International Conference on Artificial Intelligence and Statistics, 2874-2884, 2020
62020
Gaussian processes for modeling of facial expressions
S Eleftheriadis
Imperial College London, 2016
22016
Machine learning system
A Tukiainen, D Kim, T Nicholson, M Tomczak, JEMDEC FLORES, ...
US Patent App. 16/753,580, 2020
2020
Machine learning system
S Eleftheriadis, J Hensman, S John, H Salimbeni
US Patent App. 16/824,025, 2020
2020
Deepcoder: Semi-parametric variational autoencoders for automatic facial action coding Download PDF
DL Tran, R Walecki, O Rudovic, S Eleftheriadis, B Schuller, M Pantic
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