Stefanos Eleftheriadis

According to our database, Stefanos Eleftheriadis authored at least 16 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Sparse Gaussian Processes with Spherical Harmonic Features Revisited.

Stefanos Eleftheriadis, Dominic Richards, James Hensman

CoRR, 2023

2020

Doubly Sparse Variational Gaussian Processes.

Vincent Adam, Stefanos Eleftheriadis, Artem Artemev, Nicolas Durrande, James Hensman

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Banded Matrix Operators for Gaussian Markov Models in the Automatic Differentiation Era.

Nicolas Durrande, Vincent Adam, Lucas Bordeaux, Stefanos Eleftheriadis, James Hensman

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models.

Hugh Salimbeni, Stefanos Eleftheriadis, James Hensman

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Gaussian Process Domain Experts for Modeling of Facial Affect.

Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic

IEEE Trans. Image Process., 2017

DeepCoder: Semi-parametric Variational Autoencoders for Facial Action Unit Intensity Estimation.

Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Björn W. Schuller, Maja Pantic

CoRR, 2017

Identification of Gaussian Process State Space Models.

Stefanos Eleftheriadis, Tom Nicholson, Marc Peter Deisenroth, James Hensman

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding.

Dieu Linh Tran, Robert Walecki, Ognjen Rudovic, Stefanos Eleftheriadis, Björn W. Schuller, Maja Pantic

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Gaussian processes for modeling of facial expressions.

Stefanos Eleftheriadis

PhD thesis, 2016

Joint Facial Action Unit Detection and Feature Fusion: A Multi-Conditional Learning Approach.

Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic

IEEE Trans. Image Process., 2016

Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis.

Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units.

Stefanos Eleftheriadis, Ognjen Rudovic, Marc Peter Deisenroth, Maja Pantic

Proceedings of the Computer Vision - ACCV 2016, 2016

2015

Discriminative Shared Gaussian Processes for Multiview and View-Invariant Facial Expression Recognition.

Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic

IEEE Trans. Image Process., 2015

Multi-conditional Latent Variable Model for Joint Facial Action Unit Detection.

Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

View-Constrained Latent Variable Model for Multi-view Facial Expression Classification.

Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic

Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

2013

Shared Gaussian Process Latent Variable Model for Multi-view Facial Expression Recognition.

Stefanos Eleftheriadis, Ognjen Rudovic, Maja Pantic

Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013