Junbum Cha
8 papers · 2020–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π£ Hot Topic Early Bird π Cross-Pollinator (15) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(19)
π§
Keyword Pioneer
π₯
Unstoppable
(5)
π
Trend Setter
Conferences
CVPR (2)
ECCV (2)
AAAI (1)
COLING (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
few-shot learning
(2)
font generation
(2)
zero-shot learning
(1)
semantic segmentation
(1)
multi-task learning
(1)
image generation
(1)
domain generalization
(1)
matrix factorization
(1)
graph matching
(1)
style transfer
(1)
computational efficiency
(1)
instruction tuning
(1)
empirical risk minimization
(1)
disentangled representation
(1)
image-text pair
(1)
stochastic weight averaging
(1)
multimodal large language model
(1)
generalization gap
(1)
flat minima
(1)
visual understanding
(1)
Papers
Honeybee: Locality-enhanced Projector for Multimodal LLM
CVPR 2024
Learning To Generate Text-Grounded Mask for Open-World Semantic Segmentation From Only Image-Text Pairs
CVPR 2023
Domain Generalization by Mutual-Information Regularization with Pre-trained Models
ECCV 2022
Multiple Heads Are Better Than One: Few-Shot Font Generation With Multiple Localized Experts
ICCV 2021
Few-shot Font Generation with Localized Style Representations and Factorization
AAAI 2021
SWAD: Domain Generalization by Seeking Flat Minima
NIPS 2021
Scale down Transformer by Grouping Features for a Lightweight Character-level Language Model
COLING 2020
Few-shot Compositional Font Generation with Dual Memory
ECCV 2020