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Dimitrios Kollias

17 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8188-3751 ↗Homepage ↗

Venues

ACM MM ×4CVPR ×4ICCV ×3AAAI ×2ECCV ×2WACV ×2

Frequent coauthors

Guanyu Hu
×8
Abhinav Dhall
×5
Stefanos Zafeiriou
×5
Chunchang Shao
×5
Irene Kotsia
×4
Shreya Ghosh
×4
Xinyu Yang
×3
Anastasios Arsenos
×3
Zhixi Cai
×3
Panagiotis Tzirakis
×2
Alan Cowen
×2
Alice Baird
×2

Papers

  1. Fair Domain Generalization: An Information-Theoretic View
    AAAI 2026 ·
    Tangzheng Lian
    ,
    Guanyu Hu
    , Dimitrios Kollias,
    Xinyu Yang
    ,
    Oya Çeliktutan
  2. From Cognitive Priors to Instance Semantics: A Unified Framework for Multi-task Affective Computing
    WACV 2026 ·
    Guanyu Hu
    , Dimitrios Kollias,
    Xinyu Yang
  3. SynchroRaMa : Lip-Synchronized and Emotion-Aware Talking Face Generation via Multi-Modal Emotion Embedding
    WACV 2026 ·
    Phyo Thet Yee
    , Dimitrios Kollias,
    Sudeepta Mishra
    ,
    Abhinav Dhall
  4. Advancements in Affective and Behavior Analysis: The 8th ABAW Workshop and Competition
    CVPR 2025 · 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
  5. From Emotions to Violence: Multimodal Fine-Grained Behavior Analysis at the 9th ABAW
    ICCV 2025 · Dimitrios Kollias,
    Stefanos Zafeiriou
    ,
    Irene Kotsia
    ,
    Gregory G. Slabaugh
    ,
    Damith Chamalke Senadeera
    ,
    Jianian Zheng
    ,
    Kaushal K. K. Yadav
    ,
    Chunchang Shao
    ,
    Guanyu Hu
  6. Grounding Emotion Recognition with Visual Prototypes: VEGA - Revisiting CLIP in MERC
    ACM MM 2025 ·
    Guanyu Hu
    , Dimitrios Kollias,
    Xinyu Yang
  7. PHAROS-AFE-AIMI: Multi-Source & Fair Disease Diagnosis
    ICCV 2025 · Dimitrios Kollias,
    Anastasios Arsenos
    ,
    Stefanos D. Kollias
  8. Proactive HIV Care: AI-Based Comorbidity Prediction from Routine EHR Data
    ICCV 2025 ·
    Solomon Russom
    , Dimitrios Kollias,
    Qianni Zhang
  9. 1M-Deepfakes Detection Challenge
    ACM MM 2024 ·
    Zhixi Cai
    ,
    Abhinav Dhall
    ,
    Shreya Ghosh
    ,
    Munawar Hayat
    , Dimitrios Kollias,
    Kalin Stefanov
    ,
    Usman Tariq
  10. 7th ABAW Competition: Multi-task Learning and Compound Expression Recognition
    ECCV 2024 · Dimitrios Kollias,
    Stefanos Zafeiriou
    ,
    Irene Kotsia
    ,
    Abhinav Dhall
    ,
    Shreya Ghosh
    ,
    Chunchang Shao
    ,
    Guanyu Hu
  11. CUE-Net: Violence Detection Video Analytics with Spatial Cropping, Enhanced UniformerV2 and Modified Efficient Additive Attention
    CVPR 2024 ·
    Damith Chamalke Senadeera
    ,
    Xiaoyun Yang
    , Dimitrios Kollias,
    Gregory G. Slabaugh
  12. Distribution Matching for Multi-Task Learning of Classification Tasks: A Large-Scale Study on Faces & Beyond
    AAAI 2024 · Dimitrios Kollias,
    Viktoriia Sharmanska
    ,
    Stefanos Zafeiriou
  13. Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans
    CVPR 2024 · Dimitrios Kollias,
    Anastasios Arsenos
    ,
    Stefanos Kollias
  14. MMA-MRNNet: Harnessing Multiple Models of Affect and Dynamic Masked RNN for Precise Facial Expression Intensity Estimation
    ECCV 2024 · Dimitrios Kollias,
    Andreas Psaroudakis
    ,
    Anastasios Arsenos
    ,
    Paraskevi Theofilou
    ,
    Chunchang Shao
    ,
    Guanyu Hu
    ,
    Ioannis Patras
  15. MRAC Track 1: 2nd Workshop on Multimodal, Generative and Responsible Affective Computing
    ACM MM 2024 ·
    Shreya Ghosh
    ,
    Zhixi Cai
    ,
    Abhinav Dhall
    , Dimitrios Kollias,
    Roland Goecke
    ,
    Tom Gedeon
  16. Proceedings of the 2nd International Workshop on Multimodal and Responsible Affective Computing, MRAC 2024, Melbourne VIC, Australia, 28 October 2024- 1 November 2024
    ACM MM 2024 ·
    Jianhua Tao
    ,
    Shreya Ghosh
    ,
    Zheng Lian
    ,
    Zhixi Cai
    ,
    Björn W. Schuller
    ,
    Abhinav Dhall
    ,
    Guoying Zhao
    , Dimitrios Kollias,
    Erik Cambria
    ,
    Roland Goecke
    ,
    Tom Gedeon
  17. The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition
    CVPR 2024 · Dimitrios Kollias,
    Panagiotis Tzirakis
    ,
    Alan Cowen
    ,
    Stefanos Zafeiriou
    ,
    Irene Kotsia
    ,
    Alice Baird
    ,
    Chris Gagne
    ,
    Chunchang Shao
    ,
    Guanyu Hu