Junbum Cha

According to our database, Junbum Cha authored at least 14 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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., March, 2024

2023

Honeybee: Locality-enhanced Projector for Multimodal LLM.

Junbum Cha, Wooyoung Kang, Jonghwan Mun, Byungseok Roh

CoRR, 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

Learning to Generate Text-Grounded Mask for Open-World Semantic Segmentation from Only Image-Text Pairs.

Junbum Cha, Jonghwan Mun, Byungseok Roh

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Domain Generalization by Mutual-Information Regularization with Pre-trained Models.

Junbum Cha, Kyungjae Lee, Sungrae Park, Sanghyuk Chun

Proceedings of the Computer Vision - ECCV 2022, 2022

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 Needs Stochastic Weight Averaging for Robustness on Domain Shifts.

Junbum Cha, Hancheol Cho, Kyungjae Lee, Seunghyun Park, Yunsung Lee, Sungrae Park

CoRR, 2021

SWAD: Domain Generalization by Seeking Flat Minima.

Junbum Cha, Sanghyuk Chun, Kyungjae Lee, Han-Cheol Cho, Seunghyun Park, Yunsung Lee, Sungrae Park

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 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

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Few-shot Font Generation with Localized Style Representations and Factorization.

Song Park, Sanghyuk Chun, Junbum Cha, Bado Lee, Hyunjung Shim

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Few-Shot Compositional Font Generation with Dual Memory.

Junbum Cha, Sanghyuk Chun, Gayoung Lee, Bado Lee, Seonghyeon Kim, Hwalsuk Lee

Proceedings of the Computer Vision - ECCV 2020, 2020

Scale down Transformer by Grouping Features for a Lightweight Character-level Language Model.

Sungrae Park, Geewook Kim, Junyeop Lee, Junbum Cha, Ji-Hoon Kim, Hwalsuk Lee

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2016

GRiD: Gathering rich data from PubMed using one-class SVM.

Junbum Cha, Jeongwoo Kim, Sanghyun Park

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

A method for obtaining rich data from PubMed using SVM.

Junbum Cha, Jeongwoo Kim, Yunku Yeu, Sanghyun Park

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016