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Dimitrios Kollias
Dimitrios Kollias
Assistant Professor in AI at Queen Mary University of London
Geverifieerd e-mailadres voor qmul.ac.uk - Homepage
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Deep affect prediction in-the-wild: Aff-wild database and challenge, deep architectures, and beyond
D Kollias, P Tzirakis, MA Nicolaou, A Papaioannou, G Zhao, B Schuller, ...
International Journal of Computer Vision 127 (6), 907-929, 2019
4172019
Aff-wild: valence and arousal'In-the-Wild'challenge
S Zafeiriou, D Kollias, MA Nicolaou, A Papaioannou, G Zhao, I Kotsia
Proceedings of the IEEE conference on computer vision and pattern …, 2017
3522017
Expression, affect, action unit recognition: Aff-wild2, multi-task learning and arcface
D Kollias, S Zafeiriou
30th British Machine Vision Conference, BMVC 2019, 297, 2019
3182019
Analysing affective behavior in the first abaw 2020 competition
D Kollias, A Schulc, E Hajiyev, S Zafeiriou
2020 15th IEEE International Conference on Automatic Face and Gesture …, 2020
2532020
Face behavior a la carte: Expressions, affect and action units in a single network
D Kollias, V Sharmanska, S Zafeiriou
arXiv preprint arXiv:1910.11111, 2019
1862019
Distribution matching for heterogeneous multi-task learning: a large-scale face study
D Kollias, V Sharmanska, S Zafeiriou
arXiv preprint arXiv:2105.03790, 2021
1852021
Deep neural architectures for prediction in healthcare
D Kollias, A Tagaris, A Stafylopatis, S Kollias, G Tagaris
Complex & Intelligent Systems 4, 119-131, 2018
1832018
Affect analysis in-the-wild: Valence-arousal, expressions, action units and a unified framework
D Kollias, S Zafeiriou
arXiv preprint arXiv:2103.15792, 2021
1822021
Analysing affective behavior in the second abaw2 competition
D Kollias, S Zafeiriou
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
1772021
Abaw: Valence-arousal estimation, expression recognition, action unit detection & multi-task learning challenges
D Kollias
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
1712022
Exploiting multi-cnn features in cnn-rnn based dimensional emotion recognition on the omg in-the-wild dataset
D Kollias, S Zafeiriou
IEEE Transactions on Affective Computing 12 (3), 595-606, 2020
1632020
Aff-wild2: Extending the aff-wild database for affect recognition
D Kollias, S Zafeiriou
arXiv preprint arXiv:1811.07770, 2018
1612018
Recognition of affect in the wild using deep neural networks
D Kollias, MA Nicolaou, I Kotsia, G Zhao, S Zafeiriou
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
1552017
Deep neural network augmentation: Generating faces for affect analysis
D Kollias, S Cheng, E Ververas, I Kotsia, S Zafeiriou
International Journal of Computer Vision 128 (5), 1455-1484, 2020
145*2020
Mia-cov19d: Covid-19 detection through 3-d chest ct image analysis
D Kollias, A Arsenos, L Soukissian, S Kollias
Proceedings of the IEEE/CVF International Conference on Computer Vision, 537-544, 2021
1142021
Abaw: Learning from synthetic data & multi-task learning challenges
D Kollias
European Conference on Computer Vision, 157--172, 2022
1092022
Transparent adaptation in deep medical image diagnosis
D Kollias, Y Vlaxos, M Seferis, I Kollia, L Sukissian, J Wingate, S Kollias
Trustworthy AI-Integrating Learning, Optimization and Reasoning: First …, 2021
992021
Deep transparent prediction through latent representation analysis
D Kollias, N Bouas, Y Vlaxos, V Brillakis, M Seferis, I Kollia, L Sukissian, ...
arXiv preprint arXiv:2009.07044, 2020
992020
Ai-mia: Covid-19 detection & severity analysis through medical imaging
D Kollias, A Arsenos, S Kollias
European Conference on Computer Vision, 677--690, 2022
902022
Abaw: Valence-arousal estimation, expression recognition, action unit detection & emotional reaction intensity estimation challenges
D Kollias, P Tzirakis, A Baird, A Cowen, S Zafeiriou
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
842023
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