Sungyeon Kim
13 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (29)
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Academic Marathon
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Renaissance Researcher
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Century Club
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Conferences
CVPR (7)
ECCV (4)
ICCV (1)
WACV (1)
Top co-authors
Keywords
metric learning
(6)
embedding learning
(4)
representation learning
(4)
embedding space
(3)
contrastive loss
(2)
multimodal learning
(2)
deep metric learning
(2)
domain adaptation
(1)
transfer learning
(1)
contrastive learning
(1)
self-supervised learning
(1)
knowledge transfer
(1)
knowledge distillation
(1)
information retrieval
(1)
parameter-efficient transfer learning
(1)
similarity learning
(1)
prompt learning
(1)
pseudo labeling
(1)
feature embedding
(1)
image retrieval
(1)
Papers
Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning
WACV 2025
GENIUS: A Generative Framework for Universal Multimodal Search
CVPR 2025
Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval
CVPR 2025
Efficient and Versatile Robust Fine-Tuning of Zero-shot Models
ECCV 2024
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions
ECCV 2024
HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization
CVPR 2023
PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization
ICCV 2023
Self-Taught Metric Learning Without Labels
CVPR 2022
Cross-Domain Ensemble Distillation for Domain Generalization
ECCV 2022
Combating Label Distribution Shift for Active Domain Adaptation
ECCV 2022
Embedding Transfer With Label Relaxation for Improved Metric Learning
CVPR 2021
Proxy Anchor Loss for Deep Metric Learning
CVPR 2020
Deep Metric Learning Beyond Binary Supervision
CVPR 2019