Namyup Kim
6 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Machine Learning
(5)
Computer Vision
(3)
Core Methods
(3)
Learning Types
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Applications
(2)
Architectures
(2)
Artificial Intelligence
(1)
Analysis
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Processing
(1)
Keywords
referring image segmentation
(3)
representation learning
(1)
semantic segmentation
(1)
domain generalization
(1)
natural language processing
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
multimodal learning
(1)
novel style discovery
(1)
cross-modal retrieval
(1)
natural language
(1)
similarity function
(1)
visual backbone
(1)
slot attention
(1)
text supervision
(1)
image-text matching
(1)
domain-invariant representation
(1)
semantic entity
(1)
style augmentation
(1)
natural language expression
(1)
Papers
Improving Target Presence and Plurality Recognition for Generalized Referring Image Segmentation
AAAI 2026
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions
ECCV 2024
Improving Cross-Modal Retrieval With Set of Diverse Embeddings
CVPR 2023
Shatter and Gather: Learning Referring Image Segmentation with Text Supervision
ICCV 2023
ReSTR: Convolution-Free Referring Image Segmentation Using Transformers
CVPR 2022
Style Neophile: Constantly Seeking Novel Styles for Domain Generalization
CVPR 2022