A method for obtaining rich data from PubMed using SVM. - Junbum Cha; Jeongwoo Kim; Yunku Yeu; Sanghyun Park 003 (SAC, 2016)

GRiD: Gathering rich data from PubMed using one-class SVM. - Junbum Cha; Jeongwoo Kim; Sanghyun Park (SMC, 2016)

Scale down Transformer by Grouping Features for a Lightweight Character-level Language Model. - Sungrae Park; Geewook Kim; Junyeop Lee; Junbum Cha; Ji-Hoon Kim 002; Hwalsuk Lee (COLING, 2020)

Few-Shot Compositional Font Generation with Dual Memory. - Junbum Cha; Sanghyuk Chun; Gayoung Lee; Bado Lee; Seonghyeon Kim; Hwalsuk Lee (ECCV (19), 2020)

Few-shot Font Generation with Localized Style Representations and Factorization. - Song Park; Sanghyuk Chun; Junbum Cha; Bado Lee; Hyunjung Shim (AAAI, 2021)

Multiple Heads are Better than One: Few-shot Font Generation with Multiple Localized Experts. - Song Park; Sanghyuk Chun; Junbum Cha; Bado Lee; Hyunjung Shim (ICCV, 2021)

SWAD: Domain Generalization by Seeking Flat Minima. - Junbum Cha; Sanghyuk Chun; Kyungjae Lee; Han-Cheol Cho; Seunghyun Park 001; Yunsung Lee; Sungrae Park (NeurIPS, 2021)

Domain Generalization Needs Stochastic Weight Averaging for Robustness on Domain Shifts. - Junbum Cha; Hancheol Cho; Kyungjae Lee; Seunghyun Park 001; Yunsung Lee; Sungrae Park (CoRR, 2021)

HoughCL: Finding Better Positive Pairs in Dense Self-supervised Learning. - Yunsung Lee; Teakgyu Hong; Hancheol Cho; Junbum Cha; Seungryong Kim (CoRR, 2021)

Domain Generalization by Mutual-Information Regularization with Pre-trained Models. - Junbum Cha; Kyungjae Lee 001; Sungrae Park; Sanghyuk Chun (ECCV (23), 2022)

Learning to Generate Text-Grounded Mask for Open-World Semantic Segmentation from Only Image-Text Pairs. - Junbum Cha; Jonghwan Mun; Byungseok Roh (CVPR, 2023)

Learning Pseudo-Labeler beyond Noun Concepts for Open-Vocabulary Object Detection. - Sunghun Kang; Junbum Cha; Jonghwan Mun; Byungseok Roh; Chang D. Yoo (CoRR, 2023)

Honeybee: Locality-Enhanced Projector for Multimodal LLM. - Junbum Cha; Wooyoung Kang; Jonghwan Mun; Byungseok Roh (CVPR, 2024)

Few-Shot Font Generation With Weakly Supervised Localized Representations. - Song Park; Sanghyuk Chun; Junbum Cha; Bado Lee; Hyunjung Shim (IEEE Trans. Pattern Anal. Mach. Intell., 2024)