Dimitrios Kollias

Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond

Dimitrios Kollias, Panagiotis Tzirakis, Mihalis A. Nicolaou et al. · International Journal of Computer Vision · 2019 · 371 citations · Full text

Aff-Wild: Valence and Arousal ‘In-the-Wild’ Challenge

Stefanos Zafeiriou, Dimitrios Kollias, Mihalis A. Nicolaou et al. · 2017 · 304 citations

Engineering, Machine Learning, New Comprehensive Benchmark +18

Deep neural architectures for prediction in healthcare

Dimitrios Kollias, Athanasios Tagaris, Andreas Stafylopatis et al. · Complex & Intelligent Systems · 2017 · 151 citations · Full text

Engineering, Machine Learning, Neural Networks (Machine Learning) +21

ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges

Dimitrios Kollias · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2022 · 137 citations · Full text

Recognition of Affect in the Wild Using Deep Neural Networks

Dimitrios Kollias, Mihalis A. Nicolaou, Irene Kotsia et al. · 2017 · 124 citations

Human Behaviour, Convolutional Neural Network, Engineering +16