Stefanos Eleftheriadis
Stefanos Eleftheriadis
Senior machine learning researcher at PROWLER.io
Verified email at prowler.io - 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
1742014
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
752015
Identification of Gaussian process state space models
S Eleftheriadis, T Nicholson, M Deisenroth, J Hensman
Advances in neural information processing systems, 5309-5319, 2017
402017
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
29*2017
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
292013
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
282018
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
222016
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
212016
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
142016
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
122017
Banded matrix operators for Gaussian Markov models in the automatic differentiation era
N Durrande, V Adam, L Bordeaux, S Eleftheriadis, J Hensman
arXiv preprint arXiv:1902.10078, 2019
102019
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
92010
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
72014
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
22020
Gaussian processes for modeling of facial expressions
S Eleftheriadis
Imperial College London, 2016
22016
Machine learning system
S Eleftheriadis, J Hensman, S John, H Salimbeni
US Patent App. 16/824,025, 2020
2020
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