Dimitrios Kollias
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
33
Venues
11
Active years
2017–2026
Best venue rank
A*
Where they publish
Papers
33 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Fair Domain Generalization: An Information-Theoretic View. | Tangzheng Lian, Guanyu Hu, Dimitrios Kollias, Xinyu Yang, Oya eliktutan |
| 2026 | WACV | From Cognitive Priors to Instance Semantics: A Unified Framework for Multi-task Affective Computing. | Guanyu Hu, Dimitrios Kollias, Xinyu Yang |
| 2026 | WACV | SynchroRaMa : Lip-Synchronized and Emotion-Aware Talking Face Generation via Multi-Modal Emotion Embedding. | Phyo Thet Yee, Dimitrios Kollias, Sudeepta Mishra, Abhinav Dhall |
| 2025 | CVPR | Advancements in Affective and Behavior Analysis: The 8th ABAW Workshop and Competition. | 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 | ICCV | PHAROS-AFE-AIMI: Multi-Source & Fair Disease Diagnosis. | Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias |
| 2025 | ICCV | From Emotions to Violence: Multimodal Fine-Grained Behavior Analysis at the 9th ABAW. | Dimitrios Kollias, Stefanos Zafeiriou, Irene Kotsia, Gregory G. Slabaugh, Damith Chamalke Senadeera, Jianian Zheng, Kaushal K. K. Yadav, Chunchang Shao, Guanyu Hu |
| 2025 | ICCV | Proactive HIV Care: AI-Based Comorbidity Prediction from Routine EHR Data. | Solomon Russom, Dimitrios Kollias, Qianni Zhang |
| 2025 | ICMI | HRAI 2025: The 1st Workshop on Holistic and Responsible Affective Intelligence. | Yuanchao Li, Dimitrios Kollias, Guillaume Chanel, Marios A. Fanourakis, Michal Muszynski, Brandon M. Booth, Leimin Tian, Madhawa Perera, Catherine Lai, Huili Chen |
| 2024 | AAAI | Distribution Matching for Multi-Task Learning of Classification Tasks: A Large-Scale Study on Faces & Beyond. | Dimitrios Kollias, Viktoriia Sharmanska, Stefanos Zafeiriou |
| 2024 | CVPR | Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans. | Dimitrios Kollias, Anastasios Arsenos, Stefanos Kollias |
| 2024 | CVPR | The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition. | Dimitrios Kollias, Panagiotis Tzirakis, Alan Cowen, Stefanos Zafeiriou, Irene Kotsia, Alice Baird, Chris Gagne, Chunchang Shao, Guanyu Hu |
| 2024 | CVPR | CUE-Net: Violence Detection Video Analytics with Spatial Cropping, Enhanced UniformerV2 and Modified Efficient Additive Attention. | Damith Chamalke Senadeera, Xiaoyun Yang, Dimitrios Kollias, Gregory G. Slabaugh |
| 2024 | ECCV | MMA-MRNNet: Harnessing Multiple Models of Affect and Dynamic Masked RNN for Precise Facial Expression Intensity Estimation. | Dimitrios Kollias, Andreas Psaroudakis, Anastasios Arsenos, Paraskevi Theofilou, Chunchang Shao, Guanyu Hu, Ioannis Patras |
| 2024 | ECCV | 7th ABAW Competition: Multi-task Learning and Compound Expression Recognition. | Dimitrios Kollias, Stefanos Zafeiriou, Irene Kotsia, Abhinav Dhall, Shreya Ghosh, Chunchang Shao, Guanyu Hu |
| 2024 | ICASSP | Uncertainty-Guided Contrastive Learning For Single Source Domain Generalisation. | Anastasios Arsenos, Dimitrios Kollias, Evangelos Petrongonas, Christos Skliros, Stefanos D. Kollias |
| 2023 | CVPR | Multi-Label Compound Expression Recognition: C-EXPR Database & Network. | Dimitrios Kollias |
| 2023 | CVPR | ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges. | Dimitrios Kollias, Panagiotis Tzirakis, Alice Baird, Alan Cowen, Stefanos Zafeiriou |
| 2023 | ICASSP | Data-Driven Covid-19 Detection Through Medical Imaging. | Anastasios Arsenos, Andjoli Davidhi, Dimitrios Kollias, Panos Prassopoulos, Stefanos D. Kollias |
| 2023 | ICASSP | AI-Enabled Analysis of 3-D CT Scans for Diagnosis of COVID-19 & its Severity. | Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias |
| 2022 | CVPR | ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Multi-Task Learning Challenges. | Dimitrios Kollias |
| 2022 | CVPR | MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition. | Andreas Psaroudakis, Dimitrios Kollias |
| 2022 | ECCV | ABAW: Learning from Synthetic Data & Multi-task Learning Challenges. | Dimitrios Kollias |
| 2022 | ECCV | AI-MIA: COVID-19 Detection and Severity Analysis Through Medical Imaging. | Dimitrios Kollias, Anastasios Arsenos, Stefanos D. Kollias |
| 2022 | ECCV | MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis. | 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 | ECCV | Medical Image Segmentation: A Review of Modern Architectures. | Natalia Salpea, Paraskevi K. Tzouveli, Dimitrios Kollias |
| 2020 | ACIVS | VA-StarGAN: Continuous Affect Generation. | Dimitrios Kollias, Stefanos Zafeiriou |
| 2020 | CVPR | Efficient Context-Aware Lossy Image Compression. | Jan Xu, Alex Lytchier, Ciro Cursio, Dimitrios Kollias, Chri Besenbruch, Arsalan Zafar |
| 2019 | BMVC | Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace. | Dimitrios Kollias, Stefanos Zafeiriou |
| 2018 | ECCV | Photorealistic Facial Synthesis in the Dimensional Affect Space. | Dimitrios Kollias, Shiyang Cheng, Maja Pantic, Stefanos Zafeiriou |
| 2018 | IJCNN | Training Deep Neural Networks with Different Datasets In-the-wild: The Emotion Recognition Paradigm. | Dimitrios Kollias, Stefanos Zafeiriou |
| 2017 | CVPR | Recognition of Affect in the Wild Using Deep Neural Networks. | Dimitrios Kollias, Mihalis A. Nicolaou, Irene Kotsia, Guoying Zhao, Stefanos Zafeiriou |
| 2017 | CVPR | Aff-Wild: Valence and Arousal 'In-the-Wild' Challenge. | Stefanos Zafeiriou, Dimitrios Kollias, Mihalis A. Nicolaou, Athanasios Papaioannou, Guoying Zhao, Irene Kotsia |
| 2017 | EANN | Assessment of Parkinson's Disease Based on Deep Neural Networks. | Athanasios Tagaris, Dimitrios Kollias, Andreas Stafylopatis |