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Stefanos Eleftheriadis

Observed names: Eleftheriadis, Stefanos, S. Eleftheriadis
ORCID: 0000-0001-8405-4011
Observed ORCID: 0000-0001-8405-4011
OpenAlex ID: A5005520249
Discriminative Shared Gaussian Processes for Multiview and View-Invariant Facial Expression Recognition
2014 · Stefanos Eleftheriadis, Ognjen Rudovic, et al. · IEEE Transactions on Image Processing · 206
Multi-conditional Latent Variable Model for Joint Facial Action Unit Detection
2015 · Stefanos Eleftheriadis, Ognjen Rudovic, et al. · IEEE International Conference on Computer Vision (ICCV) · 98
DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding
2017 · Dieu Linh Tran, Robert Walecki, et al. · IEEE International Conference on Computer Vision (ICCV) · 48
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Identification of Gaussian Process State Space Models
2017 · Eleftheriadis, Stefanos, Nicholson, Thomas F. W., et al. · arXiv (Cornell University) · 47
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Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models
2018 · Salimbeni, Hugh, Eleftheriadis, Stefanos, et al. · arXiv (Cornell University) · 24
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Joint Facial Action Unit Detection and Feature Fusion: A Multi-Conditional Learning Approach
2016 · Stefanos Eleftheriadis, Ognjen Rudovic, et al. · IEEE Transactions on Image Processing · 23
Gaussian Process Domain Experts for Modeling of Facial Affect
2017 · Stefanos Eleftheriadis, Ognjen Rudovic, et al. · IEEE Transactions on Image Processing · 22
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Shared Gaussian Process Latent Variable Model for Multi-view Facial Expression Recognition
2013 · Stefanos Eleftheriadis, Ognjen Rudovic, et al. · Lecture notes in computer science · 16
Banded Matrix Operators for Gaussian Markov Models in the Automatic Differentiation Era
2019 · Durrande, Nicolas, Adam, Vincent, et al. · arXiv (Cornell University) · 15
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Variational Gaussian Process Auto-Encoder for Ordinal Prediction of Facial Action Units
2017 · Stefanos Eleftheriadis, Ognjen Rudovic, et al. · Lecture notes in computer science · 12
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Doubly Sparse Variational Gaussian Processes
2020 · Adam, Vincent, Eleftheriadis, Stefanos, et al. · arXiv (Cornell University) · 10
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Epione: An Innovative Pain Management System Using Facial Expression Analysis, Biofeedback and Augmented Reality-Based Distraction
2010 · S. Georgoulis, S. Eleftheriadis, et al. · International Conference on Intelligent Networking and Collaborative Systems (INCoS) · 7
DeepCoder: Semi-parametric Variational Autoencoders for Facial Action Unit Intensity Estimation.
2017 · Dieu Linh Tran, Robert Walecki, et al. · arXiv (Cornell University) · 6
View-Constrained Latent Variable Model for Multi-view Facial Expression Classification
2014 · Stefanos Eleftheriadis, Ognjen Rudovic, et al. · Lecture notes in computer science · 4
Gaussian processes for modeling of facial expressions
2016 · Eleftheriadis, Stefanos · 1
Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis
2016 · Stefanos Eleftheriadis, Ognjen Rudovic, et al. · IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 1
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Inverse-Free Sparse Variational Gaussian Processes
2026 · Cortinovis, Stefano, Aitchison, Laurence, et al. · arXiv (Cornell University)
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Sparse Gaussian Processes with Spherical Harmonic Features Revisited
2023 · Eleftheriadis, Stefanos, Richards, Dominic, et al. · arXiv (Cornell University)
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Works count: 19
Citation count: 540
H-index: 10
I10-index: 11
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