Dimitrios Kollias
Dimitrios Kollias
Senior Lecturer at University of Greenwich, Researcher Imperial College London
Verified email at greenwich.ac.uk
Title
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Cited by
Year
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 (6-7), 907-929, 2019
902019
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
842017
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
582017
Aff-wild2: Extending the aff-wild database for affect recognition
D Kollias, S Zafeiriou
arXiv preprint arXiv:1811.07770, 2018
462018
Expression, affect, action unit recognition: Aff-wild2, multi-task learning and arcface
D Kollias, S Zafeiriou
arXiv preprint arXiv:1910.04855, 2019
412019
Deep neural architectures for prediction in healthcare
D Kollias, A Tagaris, A Stafylopatis, S Kollias, G Tagaris
Complex & Intelligent Systems 4 (2), 119-131, 2018
402018
Analysing affective behavior in the first abaw 2020 competition
D Kollias, A Schulc, E Hajiyev, S Zafeiriou
arXiv preprint arXiv:2001.11409, 2020
332020
A multi-task learning & generation framework: Valence-arousal, action units & primary expressions
D Kollias, S Zafeiriou
arXiv preprint arXiv:1811.07771, 2018
332018
Training deep neural networks with different datasets in-the-wild: The emotion recognition paradigm
D Kollias, S Zafeiriou
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
242018
Generating faces for affect analysis
D Kollias, S Cheng, E Ververas, I Kotsia, S Zafeiriou
arXiv preprint arXiv:1811.05027 16, 2018
23*2018
Adaptation and contextualization of deep neural network models
D Kollias, M Yu, A Tagaris, G Leontidis, A Stafylopatis, S Kollias
2017 IEEE symposium series on computational intelligence (SSCI), 1-8, 2017
232017
A multi-component CNN-RNN approach for dimensional emotion recognition in-the-wild
D Kollias, S Zafeiriou
arXiv preprint arXiv:1805.01452, 2018
222018
On line emotion detection using retrainable deep neural networks
D Kollias, A Tagaris, A Stafylopatis
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2016
202016
Machine learning for neurodegenerative disorder diagnosis—survey of practices and launch of benchmark dataset
A Tagaris, D Kollias, A Stafylopatis, G Tagaris, S Kollias
International Journal on Artificial Intelligence Tools 27 (03), 1850011, 2018
182018
Assessment of Parkinson’s disease based on deep neural networks
A Tagaris, D Kollias, A Stafylopatis
International Conference on Engineering Applications of Neural Networks, 391-403, 2017
182017
Interweaving deep learning and semantic techniques for emotion analysis in human-machine interaction
D Kollias, G Marandianos, A Raouzaiou, AG Stafylopatis
2015 10th International Workshop on Semantic and Social Media Adaptation and …, 2015
172015
Exploiting multi-cnn features in cnn-rnn based dimensional emotion recognition on the omg in-the-wild dataset
D Kollias, SP Zafeiriou
IEEE Transactions on Affective Computing, 2020
132020
Photorealistic facial synthesis in the dimensional affect space
D Kollias, S Cheng, M Pantic, S Zafeiriou
Proceedings of the European Conference on Computer Vision (ECCV), 0-0, 2018
112018
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
102019
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
12020
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