Dimitrios Kollias
7 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
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Research topics
Keywords
emotion recognition
(3)
multi-task learning
(3)
affective computing
(2)
domain generalization
(1)
transfer learning
(1)
multi-label classification
(1)
facial animation
(1)
face recognition
(1)
semantic alignment
(1)
distribution matching
(1)
mutual information
(1)
pareto optimality
(1)
fairness metric
(1)
zero-shot image classification
(1)
vision-language model
(1)
negative transfer
(1)
pareto optimization
(1)
lip synchronization
(1)
text-to-image retrieval
(1)
model debiasing
(1)
Papers
A Closed-Form Solution for Debiasing Vision-Language Models with Utility Guarantees Across Modalities and Tasks
CVPR 2026
Fair Domain Generalization: An Information-Theoretic View
AAAI 2026
From Cognitive Priors to Instance Semantics: A Unified Framework for Multi-task Affective Computing
WACV 2026
SynchroRaMa : Lip-Synchronized and Emotion-Aware Talking Face Generation via Multi-Modal Emotion Embedding
WACV 2026
Distribution Matching for Multi-Task Learning of Classification Tasks: A Large-Scale Study on Faces & Beyond
AAAI 2024
Multi-Label Compound Expression Recognition: C-EXPR Database & Network
CVPR 2023
MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis
ECCV 2022