| 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 | 246 | 2014 |
| Identification of Gaussian process state space models S Eleftheriadis, T Nicholson, M Deisenroth, J Hensman Advances in neural information processing systems 30, 2017 | 135 | 2017 |
| 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 | 111 | 2015 |
| 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 | 109 | 2018 |
| 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 | 72 | 2017 |
| 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 | 36 | 2019 |
| 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 | 36 | 2016 |
| 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 | 34 | 2020 |
| 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 | 34 | 2013 |
| 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 | 32 | 2016 |
| Machine learning system A Tukiainen, D Kim, T Nicholson, M Tomczak, JEMDEC FLORES, ... US Patent App. 16/753,580, 2020 | 30 | 2020 |
| 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 | 24 | 2017 |
| 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 | 18 | 2016 |
| 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 | 12 | 2010 |
| 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 | 11 | 2014 |
| Machine learning system S Eleftheriadis, J Hensman, S John, H Salimbeni US Patent 10,990,890, 2021 | 3 | 2021 |
| Gaussian processes for modeling of facial expressions S Eleftheriadis Imperial College London, 2016 | 2 | 2016 |
| Sparse Gaussian Processes with Spherical Harmonic Features Revisited S Eleftheriadis, D Richards, J Hensman arXiv preprint arXiv:2303.15948, 2023 | 1 | 2023 |
| Inverse-Free Sparse Variational Gaussian Processes S Cortinovis, S Eleftheriadis, L Aitchison, J Hensman, M van der Wilk NeurIPS 2024 Workshop on Bayesian Decision-making and Uncertainty, 0 | | |
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