Seongheon Park
7 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Application Areas
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Deep Learning
(2)
Analysis
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Natural Language Processing
(1)
Applications
(1)
Learning Paradigms
(1)
Processing
(1)
Keywords
transformer architecture
(1)
contrastive learning
(1)
zero-shot learning
(1)
uncertainty quantification
(1)
prototype learning
(1)
optimal transport
(1)
weakly supervised learning
(1)
data augmentation
(1)
person re-identification
(1)
video anomaly detection
(1)
multiple instance learning
(1)
attribute recognition
(1)
part discovery
(1)
latent space
(1)
human value
(1)
interactive agent
(1)
triplet loss
(1)
compositional zero-shot learning
(1)
temporal drift
(1)
video grounding
(1)
Papers
Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities
ACL 2026
Position: Challenges and Future Directions of Data-Centric AI Alignment
ICML 2025
Steer LLM Latents for Hallucination Detection
ICML 2025
Hierarchical Visual Primitive Experts for Compositional Zero-Shot Learning
ICCV 2023
Language-Free Training for Zero-Shot Video Grounding
WACV 2023
Normality Guided Multiple Instance Learning for Weakly Supervised Video Anomaly Detection
WACV 2023
PartMix: Regularization Strategy To Learn Part Discovery for Visible-Infrared Person Re-Identification
CVPR 2023