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ORCIDStefanos Eleftheriadis
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2020 – today
- 2023
[i7]Stefanos Eleftheriadis, Dominic Richards, James Hensman:
Sparse Gaussian Processes with Spherical Harmonic Features Revisited. CoRR abs/2303.15948 (2023)- 2020
- [c11]Vincent Adam, Stefanos Eleftheriadis, Artem Artemev, Nicolas Durrande, James Hensman:
Doubly Sparse Variational Gaussian Processes. AISTATS 2020: 2874-2884 - [i6]Vincent Adam, Stefanos Eleftheriadis, Nicolas Durrande, Artem Artemev, James Hensman:
Doubly Sparse Variational Gaussian Processes. CoRR abs/2001.05363 (2020)
2010 – 2019
- 2019
- [c10]Nicolas Durrande, Vincent Adam, Lucas Bordeaux, Stefanos Eleftheriadis, James Hensman:
Banded Matrix Operators for Gaussian Markov Models in the Automatic Differentiation Era. AISTATS 2019: 2780-2789 - [i5]Nicolas Durrande, Vincent Adam
, Lucas Bordeaux, Stefanos Eleftheriadis, James Hensman:
Banded Matrix Operators for Gaussian Markov Models in the Automatic Differentiation Era. CoRR abs/1902.10078 (2019) - 2018
- [c9]Hugh Salimbeni, Stefanos Eleftheriadis, James Hensman:
Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models. AISTATS 2018: 689-697 - [i4]Hugh Salimbeni, Stefanos Eleftheriadis, James Hensman:
Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models. CoRR abs/1803.09151 (2018) - 2017
- [j3]Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic:
Gaussian Process Domain Experts for Modeling of Facial Affect. IEEE Trans. Image Process. 26(10): 4697-4711 (2017) - [c8]Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Björn W. Schuller, Maja Pantic:
DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding. ICCV 2017: 3209-3218 - [c7]Stefanos Eleftheriadis, Tom Nicholson, Marc Peter Deisenroth, James Hensman:
Identification of Gaussian Process State Space Models. NIPS 2017: 5309-5319 - [i3]Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Björn W. Schuller, Maja Pantic:
DeepCoder: Semi-parametric Variational Autoencoders for Facial Action Unit Intensity Estimation. CoRR abs/1704.02206 (2017) - 2016
- [b1]Stefanos Eleftheriadis:
Gaussian processes for modeling of facial expressions. Imperial College London, UK, 2016 - [j2]Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic:
Joint Facial Action Unit Detection and Feature Fusion: A Multi-Conditional Learning Approach. IEEE Trans. Image Process. 25(12): 5727-5742 (2016) - [c6]Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic:
Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units. ACCV (2) 2016: 154-170 - [c5]Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic:
Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis. CVPR Workshops 2016: 1469-1477 - [i2]Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic:
Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis. CoRR abs/1604.02917 (2016) - [i1]Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic:
Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units. CoRR abs/1608.04664 (2016) - 2015
- [j1]Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic:
Discriminative Shared Gaussian Processes for Multiview and View-Invariant Facial Expression Recognition. IEEE Trans. Image Process. 24(1): 189-204 (2015) - [c4]Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic:
Multi-conditional Latent Variable Model for Joint Facial Action Unit Detection. ICCV 2015: 3792-3800 - 2014
- [c3]Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic:
View-Constrained Latent Variable Model for Multi-view Facial Expression Classification. ISVC (2) 2014: 292-303 - 2013
- [c2]Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic:
Shared Gaussian Process Latent Variable Model for Multi-view Facial Expression Recognition. ISVC (1) 2013: 527-538 - 2010
- [c1]Stamatios Georgoulis, Stefanos Eleftheriadis, Dimitris Tzionas, Konstantinos Vrenas, Panagiotis Petrantonakis, Leontios J. Hadjileontiadis:
Epione: An Innovative Pain Management System Using Facial Expression Analysis, Biofeedback and Augmented Reality-Based Distraction. INCoS 2010: 259-266
Coauthor Index
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