Dimitrios Kollias

113 papers A* 5A 1B 6C 1Misc 1Journal 65Unranked 31

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Closed-Form Solution for Debiasing Vision-Language Models with Utility Guarantees Across Modalities and Tasks. CoRR Tangzheng Lian, Guanyu Hu, Yijing Ren, Dimitrios Kollias, Oya Çeliktutan
2026	A*	`conf`	Fair Domain Generalization: An Information-Theoretic View. AAAI Tangzheng Lian, Guanyu Hu, Dimitrios Kollias, Xinyu Yang, Oya Çeliktutan
2025	—	`conf`	Advancements in Affective and Behavior Analysis: The 8th ABAW Workshop and Competition. CVPR Workshops Dimitrios Kollias, Panagiotis Tzirakis, Alan Cowen, Stefanos Zafeiriou, Irene Kotsia, Eric Granger, Marco Pedersoli, Simon Bacon, Alice Baird, Chris Gagne, Chunchang Shao, Guanyu Hu, Soufiane Belharbi, Muhammad Haseeb Aslam
2025	J	`jnl`	CausalAffect: Causal Discovery for Facial Affective Understanding. CoRR Guanyu Hu, Tangzheng Lian, Dimitrios Kollias, Oya Çeliktutan, Xinyu Yang
2025	J	`jnl`	DVD: A Comprehensive Dataset for Advancing Violence Detection in Real-World Scenarios. CoRR Dimitrios Kollias, Damith Chamalke Senadeera, Jianian Zheng, Kaushal K. K. Yadav, Greg G. Slabaugh, Muhammad Awais, Xiaoyun Yang
2025	J	`jnl`	Dual Branch VideoMamba with Gated Class Token Fusion for Violence Detection. CoRR Damith Chamalke Senadeera, Xiaoyun Yang, Dimitrios Kollias, Gregory G. Slabaugh
2025	—	`conf`	Enhancing Few-Shot Medical Image Classification with Supervised Patch-Token Knowledge Distillation. DSP Vasileios Karampinis, Anastasios Arsenos, Dimitrios Kollias, Stefanos Kollias, Athanasios Voulodimos
2025	J	`jnl`	Fair Domain Generalization: An Information-Theoretic View. CoRR Tangzheng Lian, Guanyu Hu, Dimitrios Kollias, Xinyu Yang, Oya Çeliktutan
2025	J	`jnl`	FairMT: Fairness for Heterogeneous Multi-Task Learning. CoRR Guanyu Hu, Tangzheng Lian, Na Yan, Dimitrios Kollias, Xinyu Yang, Oya Çeliktutan, Siyang Song, Zeyu Fu
2025	—	`conf`	From Emotions to Violence: Multimodal Fine-Grained Behavior Analysis at the 9th ABAW. ICCVW Dimitrios Kollias, Stefanos Zafeiriou, Irene Kotsia, Gregory G. Slabaugh, Damith Chamalke Senadeera, Jianian Zheng, Kaushal K. K. Yadav, Chunchang Shao, Guanyu Hu
2025	A*	`conf`	Grounding Emotion Recognition with Visual Prototypes: VEGA - Revisiting CLIP in MERC. ACM Multimedia Guanyu Hu, Dimitrios Kollias, Xinyu Yang
2025	J	`jnl`	Grounding Emotion Recognition with Visual Prototypes: VEGA - Revisiting CLIP in MERC. CoRR Guanyu Hu, Dimitrios Kollias, Xinyu Yang
2025	B	`conf`	HRAI 2025: The 1st Workshop on Holistic and Responsible Affective Intelligence. ICMI Yuanchao Li, Dimitrios Kollias, Guillaume Chanel, Marios A. Fanourakis, Michal Muszynski, Brandon M. Booth, Leimin Tian, Madhawa Perera, Catherine Lai, Huili Chen
2025	—	`conf`	PHAROS-AFE-AIMI: Multi-Source & Fair Disease Diagnosis. ICCVW Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias
2025	—	`conf`	Proactive HIV Care: AI-Based Comorbidity Prediction from Routine EHR Data. ICCVW Solomon Russom, Dimitrios Kollias, Qianni Zhang
2025	J	`jnl`	Proactive HIV Care: AI-Based Comorbidity Prediction from Routine EHR Data. CoRR Solomon Russom, Dimitrios Kollias, Qianni Zhang
2025	J	`jnl`	Rethinking Affect Analysis: A Protocol for Ensuring Fairness and Consistency. IEEE Trans. Biom. Behav. Identity Sci. Guanyu Hu, Dimitrios Kollias, Eleni Papadopoulou, Paraskevi K. Tzouveli, Jie Wei, Xinyu Yang
2025	J	`jnl`	SynchroRaMa : Lip-Synchronized and Emotion-Aware Talking Face Generation via Multi-Modal Emotion Embedding. CoRR Phyo Thet Yee, Dimitrios Kollias, Sudeepta Mishra, Abhinav Dhall
2024	A*	`conf`	1M-Deepfakes Detection Challenge. ACM Multimedia Zhixi Cai, Abhinav Dhall, Shreya Ghosh, Munawar Hayat, Dimitrios Kollias, Kalin Stefanov, Usman Tariq
2024	J	`jnl`	1M-Deepfakes Detection Challenge. CoRR Zhixi Cai, Abhinav Dhall, Shreya Ghosh, Munawar Hayat, Dimitrios Kollias, Kalin Stefanov, Usman Tariq
2024	J	`jnl`	7th ABAW Competition: Multi-Task Learning and Compound Expression Recognition. CoRR Dimitrios Kollias, Stefanos Zafeiriou, Irene Kotsia, Abhinav Dhall, Shreya Ghosh, Chunchang Shao, Guanyu Hu
2024	—	`conf`	7th ABAW Competition: Multi-task Learning and Compound Expression Recognition. ECCV Workshops (15) Dimitrios Kollias, Stefanos Zafeiriou, Irene Kotsia, Abhinav Dhall, Shreya Ghosh, Chunchang Shao, Guanyu Hu
2024	J	`jnl`	Behaviour4All: in-the-wild Facial Behaviour Analysis Toolkit. CoRR Dimitrios Kollias, Chunchang Shao, Odysseus Kaloidas, Ioannis Patras
2024	B	`conf`	Bridging the Gap: Protocol Towards Fair and Consistent Affect Analysis. FG Guanyu Hu, Eleni Papadopoulou, Dimitrios Kollias, Paraskevi K. Tzouveli, Jie Wei, Xinyu Yang
2024	J	`jnl`	Bridging the Gap: Protocol Towards Fair and Consistent Affect Analysis. CoRR Guanyu Hu, Eleni Papadopoulou, Dimitrios Kollias, Paraskevi K. Tzouveli, Jie Wei, Xinyu Yang
2024	J	`jnl`	COVID-19 Computer-aided Diagnosis through AI-assisted CT Imaging Analysis: Deploying a Medical AI System. CoRR Demetris Gerogiannis, Anastasios Arsenos, Dimitrios Kollias, Dimitris Nikitopoulos, Stefanos D. Kollias
2024	J	`jnl`	COVID-19 Detection from Computed Tomography Images Using Slice Processing Techniques and a Modified Xception Classifier. Int. J. Biomed. Imaging Kenan Morani, Esra Kaya Ayana, Dimitrios Kollias, Devrim Ünay
2024	—	`conf`	CUE-Net: Violence Detection Video Analytics with Spatial Cropping, Enhanced UniformerV2 and Modified Efficient Additive Attention. CVPR Workshops Damith Chamalke Senadeera, Xiaoyun Yang, Dimitrios Kollias, Gregory G. Slabaugh
2024	J	`jnl`	CUE-Net: Violence Detection Video Analytics with Spatial Cropping, Enhanced UniformerV2 and Modified Efficient Additive Attention. CoRR Damith Chamalke Senadeera, Xiaoyun Yang, Dimitrios Kollias, Gregory G. Slabaugh
2024	J	`jnl`	Can Machine Learning Assist in Diagnosis of Primary Immune Thrombocytopenia? A feasibility study. CoRR Haroon Miah, Dimitrios Kollias, Giacinto Luca Pedone, Drew Provan, Frederick Chen
2024	J	`jnl`	Common Corruptions for Enhancing and Evaluating Robustness in Air-to-Air Visual Object Detection. CoRR Anastasios Arsenos, Vasileios Karampinis, Evangelos Petrongonas, Christos Skliros, Dimitrios Kollias, Stefanos D. Kollias, Athanasios Voulodimos
2024	J	`jnl`	Common Corruptions for Evaluating and Enhancing Robustness in Air-to-Air Visual Object Detection. IEEE Robotics Autom. Lett. Anastasios Arsenos, Vasileios Karampinis, Evangelos Petrongonas, Christos Skliros, Dimitrios Kollias, Stefanos D. Kollias, Athanasios Voulodimos
2024	—	`conf`	Covid-19 Computer-Aided Diagnosis through AI-Assisted CT Imaging Analysis: Deploying a Medical AI System. ISBI Demetris Gerogiannis, Anastasios Arsenos, Dimitrios Kollias, Dimitris Nikitopoulos, Stefanos D. Kollias
2024	—	`conf`	Detecting COVID-19 in Computed Tomography Images: A Novel Approach Utilizing Segmentation with UNet Architecture, Lung Extraction, and CNN Classifier. SAI (3) Kenan Morani, Esra Kaya Ayana, Dimitrios Kollias, Devrim Ünay
2024	A*	`conf`	Distribution Matching for Multi-Task Learning of Classification Tasks: A Large-Scale Study on Faces & Beyond. AAAI Dimitrios Kollias, Viktoriia Sharmanska, Stefanos Zafeiriou
2024	J	`jnl`	Distribution Matching for Multi-Task Learning of Classification Tasks: a Large-Scale Study on Faces & Beyond. CoRR Dimitrios Kollias, Viktoriia Sharmanska, Stefanos Zafeiriou
2024	—	`conf`	Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans. CVPR Workshops Dimitrios Kollias, Anastasios Arsenos, Stefanos Kollias
2024	J	`jnl`	Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans. CoRR Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias
2024	J	`jnl`	Ensuring UAV Safety: A Vision-only and Real-time Framework for Collision Avoidance Through Object Detection, Tracking, and Distance Estimation. CoRR Vasileios Karampinis, Anastasios Arsenos, Orfeas Filippopoulos, Evangelos Petrongonas, Christos Skliros, Dimitrios Kollias, Stefanos D. Kollias, Athanasios Voulodimos
2024	—	`conf`	MMA-MRNNet: Harnessing Multiple Models of Affect and Dynamic Masked RNN for Precise Facial Expression Intensity Estimation. ECCV Workshops (15) Dimitrios Kollias, Andreas Psaroudakis, Anastasios Arsenos, Paraskevi Theofilou, Chunchang Shao, Guanyu Hu, Ioannis Patras
2024	—	`conf`	MRAC Track 1: 2nd Workshop on Multimodal, Generative and Responsible Affective Computing. MRAC@MM Shreya Ghosh, Zhixi Cai, Abhinav Dhall, Dimitrios Kollias, Roland Goecke, Tom Gedeon
2024	J	`jnl`	MRAC Track 1: 2nd Workshop on Multimodal, Generative and Responsible Affective Computing. CoRR Shreya Ghosh, Zhixi Cai, Abhinav Dhall, Dimitrios Kollias, Roland Goecke, Tom Gedeon
2024	—	`ed.`	Proceedings of the 2nd International Workshop on Multimodal and Responsible Affective Computing, MRAC 2024, Melbourne VIC, Australia, 28 October 2024- 1 November 2024 MRAC@MM Jianhua Tao, Shreya Ghosh, Zheng Lian, Zhixi Cai, Björn W. Schuller, Abhinav Dhall, Guoying Zhao, Dimitrios Kollias, Erik Cambria, Roland Goecke, Tom Gedeon
2024	J	`jnl`	Rethinking Affect Analysis: A Protocol for Ensuring Fairness and Consistency. CoRR Guanyu Hu, Dimitrios Kollias, Eleni Papadopoulou, Paraskevi K. Tzouveli, Jie Wei, Xinyu Yang
2024	B	`conf`	Robust Facial Reactions Generation: An Emotion-Aware Framework with Modality Compensation. IJCB Guanyu Hu, Jie Wei, Siyang Song, Dimitrios Kollias, Xinyu Yang, Zhonglin Sun, Odysseus Kaloidas
2024	J	`jnl`	Robust Facial Reactions Generation: An Emotion-Aware Framework with Modality Compensation. CoRR Guanyu Hu, Jie Wei, Siyang Song, Dimitrios Kollias, Xinyu Yang, Zhonglin Sun, Odysseus Kaloidas
2024	J	`jnl`	SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection. CoRR Dimitrios Kollias, Anastasios Arsenos, James Wingate, Stefanos D. Kollias
2024	J	`jnl`	SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection. EAI Endorsed Trans. Pervasive Health Technol. Dimitrios Kollias, Anastasios Arsenos, James Wingate, Stefanos Kollias
2024	—	`conf`	The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition. CVPR Workshops Dimitrios Kollias, Panagiotis Tzirakis, Alan Cowen, Stefanos Zafeiriou, Irene Kotsia, Alice Baird, Chris Gagne, Chunchang Shao, Guanyu Hu
2024	J	`jnl`	The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition. CoRR Dimitrios Kollias, Panagiotis Tzirakis, Alan Cowen, Stefanos Zafeiriou, Irene Kotsia, Alice Baird, Chris Gagne, Chunchang Shao, Guanyu Hu
2024	Misc	`conf`	Uncertainty-Guided Contrastive Learning For Single Source Domain Generalisation. ICASSP Anastasios Arsenos, Dimitrios Kollias, Evangelos Petrongonas, Christos Skliros, Stefanos D. Kollias
2024	J	`jnl`	Uncertainty-guided Contrastive Learning for Single Source Domain Generalisation. CoRR Anastasios Arsenos, Dimitrios Kollias, Evangelos Petrongonas, Christos Skliros, Stefanos D. Kollias
2023	J	`jnl`	A Deep Neural Architecture for Harmonizing 3-D Input Data Analysis and Decision Making in Medical Imaging. CoRR Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias
2023	J	`jnl`	A deep neural architecture for harmonizing 3-D input data analysis and decision making in medical imaging. Neurocomputing Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias
2023	—	`conf`	ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges. CVPR Workshops Dimitrios Kollias, Panagiotis Tzirakis, Alice Baird, Alan Cowen, Stefanos Zafeiriou
2023	J	`jnl`	ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges. CoRR Dimitrios Kollias, Panagiotis Tzirakis, Alice Baird, Alan Cowen, Stefanos Zafeiriou
2023	—	`conf`	AI-Enabled Analysis of 3-D CT Scans for Diagnosis of COVID-19 & its Severity. ICASSP Workshops Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias
2023	J	`jnl`	BTDNet: a Multi-Modal Approach for Brain Tumor Radiogenomic Classification. CoRR Dimitrios Kollias, Karanjot Vendal, Priyanka Gadhavi, Solomon Russom
2023	—	`conf`	Data-Driven Covid-19 Detection Through Medical Imaging. ICASSP Workshops Anastasios Arsenos, Andjoli Davidhi, Dimitrios Kollias, Panos Prassopoulos, Stefanos D. Kollias
2023	J	`jnl`	FaceRNET: a Facial Expression Intensity Estimation Network. CoRR Dimitrios Kollias, Andreas Psaroudakis, Anastasios Arsenos, Paraskevi-Antonia Theofilou
2023	A*	`conf`	Multi-Label Compound Expression Recognition: C-EXPR Database & Network. CVPR Dimitrios Kollias
2023	—	`ed.`	Proceedings of the 1st International Workshop on Multimodal and Responsible Affective Computing, MRAC 2023, Ottawa, ON, Canada, 29 October 2023 MRAC@MM Shreya Ghosh, Abhinav Dhall, Dimitrios Kollias, Roland Goecke, Tom Gedeon
2022	—	`conf`	A Large Imaging Database and Novel Deep Neural Architecture for Covid-19 Diagnosis. IVMSP Anastasios Arsenos, Dimitrios Kollias, Stefanos D. Kollias
2022	J	`jnl`	ABAW: Learning from Synthetic Data & Multi-Task Learning Challenges. CoRR Dimitrios Kollias
2022	—	`conf`	ABAW: Learning from Synthetic Data & Multi-task Learning Challenges. ECCV Workshops (6) Dimitrios Kollias
2022	—	`conf`	ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges. CVPR Workshops Dimitrios Kollias
2022	J	`jnl`	ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges. CoRR Dimitrios Kollias
2022	J	`jnl`	AI-MIA: COVID-19 Detection & Severity Analysis through Medical Imaging. CoRR Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias
2022	—	`conf`	AI-MIA: COVID-19 Detection and Severity Analysis Through Medical Imaging. ECCV Workshops (7) Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias
2022	—	`conf`	Medical Image Segmentation: A Review of Modern Architectures. ECCV Workshops (7) Natalia Salpea, Paraskevi K. Tzouveli, Dimitrios Kollias
2022	—	`conf`	MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis. ECCV (8) Athanasios Papaioannou, Baris Gecer, Shiyang Cheng, Grigorios Chrysos, Jiankang Deng, Eftychia Fotiadou, Christos Kampouris, Dimitrios Kollias, Stylianos Moschoglou, Kritaphat Songsri-in, Stylianos Ploumpis, George Trigeorgis, Panagiotis Tzirakis, Evangelos Ververas, Yuxiang Zhou, Allan Ponniah, Anastasios Roussos, Stefanos Zafeiriou
2022	—	`conf`	MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition. CVPR Workshops Andreas Psaroudakis, Dimitrios Kollias
2022	J	`jnl`	MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition. CoRR Andreas Psaroudakis, Dimitrios Kollias
2021	J	`jnl`	Affect Analysis in-the-wild: Valence-Arousal, Expressions, Action Units and a Unified Framework. CoRR Dimitrios Kollias, Stefanos Zafeiriou
2021	—	`—`	Affect recognition & generation in-the-wild Dimitrios Kollias
2021	—	`conf`	Analysing Affective Behavior in the second ABAW2 Competition. ICCVW Dimitrios Kollias, Stefanos Zafeiriou
2021	J	`jnl`	Analysing Affective Behavior in the second ABAW2 Competition. CoRR Dimitrios Kollias, Irene Kotsia, Elnar Hajiyev, Stefanos Zafeiriou
2021	J	`jnl`	Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study. CoRR Dimitrios Kollias, Viktoriia Sharmanska, Stefanos Zafeiriou
2021	J	`jnl`	Exploiting Multi-CNN Features in CNN-RNN Based Dimensional Emotion Recognition on the OMG in-the-Wild Dataset. IEEE Trans. Affect. Comput. Dimitrios Kollias, Stefanos Zafeiriou
2021	—	`conf`	MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis. ICCVW Dimitrios Kollias, Anastasios Arsenos, Levon Soukissian, Stefanos D. Kollias
2021	J	`jnl`	MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis. CoRR Dimitrios Kollias, Anastasios Arsenos, Levon Soukissian, Stefanos D. Kollias
2020	B	`conf`	Analysing Affective Behavior in the First ABAW 2020 Competition. FG Dimitrios Kollias, Attila Schulc, Elnar Hajiyev, Stefanos Zafeiriou
2020	J	`jnl`	Analysing Affective Behavior in the First ABAW 2020 Competition. CoRR Dimitrios Kollias, Attila Schulc, Elnar Hajiyev, Stefanos Zafeiriou
2020	J	`jnl`	Deep Neural Network Augmentation: Generating Faces for Affect Analysis. Int. J. Comput. Vis. Dimitrios Kollias, Shiyang Cheng, Evangelos Ververas, Irene Kotsia, Stefanos Zafeiriou
2020	J	`jnl`	Deep Transparent Prediction through Latent Representation Analysis. CoRR Dimitrios Kollias, N. Bouas, Y. Vlaxos, V. Brillakis, M. Seferis, Ilianna Kollia, Levon Sukissian, James Wingate, Stefanos D. Kollias
2020	—	`conf`	Efficient Context-Aware Lossy Image Compression. CVPR Workshops Jan Xu, Alex Lytchier, Ciro Cursio, Dimitrios Kollias, Chri Besenbruch, Arsalan Zafar
2020	B	`conf`	VA-StarGAN: Continuous Affect Generation. ACIVS Dimitrios Kollias, Stefanos Zafeiriou
2019	J	`jnl`	Aff-Wild Database and AffWildNet. CoRR Mengyao Liu, Dimitrios Kollias
2019	J	`jnl`	AffWild Net and Aff-Wild Database. CoRR Alvertos Benroumpi, Dimitrios Kollias
2019	J	`jnl`	Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond. Int. J. Comput. Vis. Dimitrios Kollias, Panagiotis Tzirakis, Mihalis A. Nicolaou, Athanasios Papaioannou, Guoying Zhao, Björn W. Schuller, Irene Kotsia, Stefanos Zafeiriou
2019	J	`jnl`	Emotion Generation and Recognition: A StarGAN Approach. CoRR Aritra Banerjee, Dimitrios Kollias
2019	J	`jnl`	Exploiting multi-CNN features in CNN-RNN based Dimensional Emotion Recognition on the OMG in-the-wild Dataset. CoRR Dimitrios Kollias, Stefanos Zafeiriou
2019	A	`conf`	Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace. BMVC Dimitrios Kollias, Stefanos Zafeiriou
2019	J	`jnl`	Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace. CoRR Dimitrios Kollias, Stefanos Zafeiriou
2019	J	`jnl`	Face Behavior à la carte: Expressions, Affect and Action Units in a Single Network. CoRR Dimitrios Kollias, Viktoriia Sharmanska, Stefanos Zafeiriou
2019	J	`jnl`	Image Generation and Recognition (Emotions). CoRR Hanne Carlsson, Dimitrios Kollias
2019	J	`jnl`	Interpretable Deep Neural Networks for Dimensional and Categorical Emotion Recognition in-the-wild. CoRR Xia Yicheng, Dimitrios Kollias
2019	J	`jnl`	Interpretable Deep Neural Networks for Facial Expression and Dimensional Emotion Recognition in-the-wild. CoRR Valentin Richer, Dimitrios Kollias
2018	J	`jnl`	A Multi-Task Learning & Generation Framework: Valence-Arousal, Action Units & Primary Expressions. CoRR Dimitrios Kollias, Stefanos Zafeiriou
2018	J	`jnl`	A Multi-component CNN-RNN Approach for Dimensional Emotion Recognition in-the-wild. CoRR Dimitrios Kollias, Stefanos Zafeiriou
2018	J	`jnl`	Aff-Wild2: Extending the Aff-Wild Database for Affect Recognition. CoRR Dimitrios Kollias, Stefanos Zafeiriou
2018	J	`jnl`	Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond. CoRR Dimitrios Kollias, Panagiotis Tzirakis, Mihalis A. Nicolaou, Athanasios Papaioannou, Guoying Zhao, Björn W. Schuller, Irene Kotsia, Stefanos Zafeiriou
2018	J	`jnl`	Generating faces for affect analysis. CoRR Dimitrios Kollias, Shiyang Cheng, Evangelos Ververas, Irene Kotsia, Stefanos Zafeiriou
2018	J	`jnl`	Machine Learning for Neurodegenerative Disorder Diagnosis - Survey of Practices and Launch of Benchmark Dataset. Int. J. Artif. Intell. Tools Athanasios Tagaris, Dimitrios Kollias, Andreas Stafylopatis, Georgios L. Tagaris, Stefanos D. Kollias
2018	—	`conf`	Photorealistic Facial Synthesis in the Dimensional Affect Space. ECCV Workshops (2) Dimitrios Kollias, Shiyang Cheng, Maja Pantic, Stefanos Zafeiriou
2018	J	`jnl`	Photorealistic Facial Synthesis in the Dimensional Affect Space. CoRR Dimitrios Kollias, Shiyang Cheng, Maja Pantic, Stefanos Zafeiriou
2018	B	`conf`	Training Deep Neural Networks with Different Datasets In-the-wild: The Emotion Recognition Paradigm. IJCNN Dimitrios Kollias, Stefanos Zafeiriou
2018	J	`jnl`	Training Deep Neural Networks with Different Datasets In-the-wild: The Emotion Recognition Paradigm. CoRR Dimitrios Kollias, Stefanos Zafeiriou
2017	—	`conf`	Adaptation and contextualization of deep neural network models. SSCI Dimitrios Kollias, Miao Yu, Athanasios Tagaris, Georgios Leontidis, Andreas Stafylopatis, Stefanos D. Kollias
2017	—	`conf`	Aff-Wild: Valence and Arousal 'In-the-Wild' Challenge. CVPR Workshops Stefanos Zafeiriou, Dimitrios Kollias, Mihalis A. Nicolaou, Athanasios Papaioannou, Guoying Zhao, Irene Kotsia
2017	C	`conf`	Assessment of Parkinson's Disease Based on Deep Neural Networks. EANN Athanasios Tagaris, Dimitrios Kollias, Andreas Stafylopatis
2017	—	`conf`	Recognition of Affect in the Wild Using Deep Neural Networks. CVPR Workshops Dimitrios Kollias, Mihalis A. Nicolaou, Irene Kotsia, Guoying Zhao, Stefanos Zafeiriou
2016	—	`conf`	On line emotion detection using retrainable deep neural networks. SSCI Dimitrios Kollias, Athanasios Tagaris, Andreas Stafylopatis