| 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 | 231 | 2014 |
| 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 | 108 | 2015 |
| Identification of Gaussian process state space models S Eleftheriadis, T Nicholson, M Deisenroth, J Hensman Advances in neural information processing systems 30, 2017 | 101 | 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 | 84 | 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 | 60* | 2017 |
| 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 | 37 | 2016 |
| 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 | 33 | 2019 |
| Shared Gaussian process latent variable model for multi-view facial expression recognition S Eleftheriadis, O Rudovic, M Pantic Advances in Visual Computing: 9th International Symposium, ISVC 2013 …, 2013 | 33 | 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 | 30 | 2016 |
| Machine learning system A Tukiainen, D Kim, T Nicholson, M Tomczak, JEMDEC FLORES, ... US Patent App. 16/753,580, 2020 | 20 | 2020 |
| 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 | 19 | 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 | 16 | 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 | 15 | 2016 |
| View-Constrained Latent Variable Model for Multi-view Facial Expression Classification. S Eleftheriadis, O Rudovic, M Pantic ISVC (2), 292-303, 2014 | 11 | 2014 |
| 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 | 10 | 2010 |
| 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 | | 2023 |
| Machine learning system S Eleftheriadis, J Hensman, S John, H Salimbeni US Patent 10,990,890, 2021 | | 2021 |
Maja PanticProfessor, Imperial College London / AI Scientific Research Lead, Facebook LondonVerified email at imperial.ac.uk
