Stefanos Eleftheriadis

22 papers A* 2A 3Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2023 J jnl
Sparse Gaussian Processes with Spherical Harmonic Features Revisited.
CoRR
Stefanos Eleftheriadis, Dominic Richards, James Hensman
2020 A conf
Doubly Sparse Variational Gaussian Processes.
AISTATS
Vincent Adam, Stefanos Eleftheriadis, Artem Artemev, Nicolas Durrande, James Hensman
2020 J jnl
Doubly Sparse Variational Gaussian Processes.
CoRR
Vincent Adam, Stefanos Eleftheriadis, Nicolas Durrande, Artem Artemev, James Hensman
2019 A conf
Banded Matrix Operators for Gaussian Markov Models in the Automatic Differentiation Era.
AISTATS
Nicolas Durrande, Vincent Adam, Lucas Bordeaux, Stefanos Eleftheriadis, James Hensman
2019 J jnl
Banded Matrix Operators for Gaussian Markov Models in the Automatic Differentiation Era.
CoRR
Nicolas Durrande, Vincent Adam, Lucas Bordeaux, Stefanos Eleftheriadis, James Hensman
2018 A conf
Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models.
AISTATS
Hugh Salimbeni, Stefanos Eleftheriadis, James Hensman
2018 J jnl
Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models.
CoRR
Hugh Salimbeni, Stefanos Eleftheriadis, James Hensman
2017 A* conf
DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding.
ICCV
Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Björn W. Schuller, Maja Pantic
2017 J jnl
DeepCoder: Semi-parametric Variational Autoencoders for Facial Action Unit Intensity Estimation.
CoRR
Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Björn W. Schuller, Maja Pantic
2017 J jnl
Gaussian Process Domain Experts for Modeling of Facial Affect.
IEEE Trans. Image Process.
Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic
2017 — conf
Identification of Gaussian Process State Space Models.
NIPS
Stefanos Eleftheriadis, Tom Nicholson, Marc Peter Deisenroth, James Hensman
2016 — conf
Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis.
CVPR Workshops
Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic
2016 J jnl
Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis.
CoRR
Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic
2016 — —
Gaussian processes for modeling of facial expressions.
Stefanos Eleftheriadis
2016 J jnl
Joint Facial Action Unit Detection and Feature Fusion: A Multi-Conditional Learning Approach.
IEEE Trans. Image Process.
Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic
2016 — conf
Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units.
ACCV (2)
Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic
2016 J jnl
Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units.
CoRR
Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic
2015 J jnl
Discriminative Shared Gaussian Processes for Multiview and View-Invariant Facial Expression Recognition.
IEEE Trans. Image Process.
Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic
2015 A* conf
Multi-conditional Latent Variable Model for Joint Facial Action Unit Detection.
ICCV
Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic
2014 — conf
View-Constrained Latent Variable Model for Multi-view Facial Expression Classification.
ISVC (2)
Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic
2013 — conf
Shared Gaussian Process Latent Variable Model for Multi-view Facial Expression Recognition.
ISVC (1)
Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic
2010 — conf
Epione: An Innovative Pain Management System Using Facial Expression Analysis, Biofeedback and Augmented Reality-Based Distraction.
INCoS
Stamatios Georgoulis, Stefanos Eleftheriadis, Dimitris Tzionas, Konstantinos Vrenas, Panagiotis Petrantonakis, Leontios J. Hadjileontiadis