Dimitrios Kollias - Concepedia

Author

Dimitrios Kollias

Also Known As

Cheng, Shiyang, D. Kollias, Dimitrios Kollias, Dimitris Kollias, Kollias, D., Kollias, Dimitrios, Zafeiriou, Stefanos, Zafeiriou, Stefanos P.

114

Publications

3.3K

Citations

H-Index

Concepts

All Affiliations

Queen Mary University of London National Technical University of Athens Imperial College London University of Lincoln Middlesex University

About

Dimitrios Kollias is an author at Queen Mary University of London specializing in engineering, data science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	20	22	1.6K
2	Social Sciences	15	16	1.3K
3	Medicine	2	2	75
4	Education	1	1	31
5	Health Sciences	1	1	41

Dimitrios Kollias

Publications

2.4K

Citations

H-Index

Page 1

	Year	Citations
Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond Dimitrios Kollias, Panagiotis Tzirakis, Mihalis A. Nicolaou, International Journal of Computer Vision	2019	371
Aff-Wild: Valence and Arousal ‘In-the-Wild’ Challenge Stefanos Zafeiriou, Dimitrios Kollias, Mihalis A. Nicolaou, EngineeringMachine LearningNew Comprehensive BenchmarkAffective NeuroscienceMultimodal Sentiment Analysis	2017	304
Deep neural architectures for prediction in healthcare Dimitrios Kollias, Athanasios Tagaris, Andreas Stafylopatis, Complex & Intelligent Systems EngineeringMachine LearningNeural Networks (Machine Learning)Personalised AssessmentIntelligent Diagnostics	2017	151
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
Recognition of Affect in the Wild Using Deep Neural Networks Dimitrios Kollias, Mihalis A. Nicolaou, Irene Kotsia, Human BehaviourConvolutional Neural NetworkEngineeringMachine LearningAffective Neuroscience	2017	124
Face Behavior a la carte: Expressions, Affect and Action Units in a Single Network Dimitrios Kollias, Viktoriia Sharmanska, Stefanos Zafeiriou arXiv (Cornell University) EngineeringMachine LearningFacial BehaviourAffective NeuroscienceCommunication	2019	112
Aff-Wild2: Extending the Aff-Wild Database for Affect Recognition Dimitrios Kollias, Stefanos Zafeiriou arXiv (Cornell University) Human BehaviourEngineeringMachine LearningAffective NeuroscienceMultimodal Sentiment Analysis	2018	110
Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study Dimitrios Kollias, Viktoriia Sharmanska, Stefanos Zafeiriou arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningLearning AlgorithmMultimodal Learning	2021	99
Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework Dimitrios Kollias, Stefanos Zafeiriou arXiv (Cornell University) EngineeringMachine LearningAffective DesignAffective VariableAffective Neuroscience	2021	97
ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges Dimitrios Kollias, Panagiotis Tzirakis, Alice Baird,	2023	92

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