๐ย I'm Herbwood, a Ph.D. student in Graduate school of AI at Chung-Ang University, where I'm advised by Prof. YoungBin Kim in the Intelligent Information Processing Lab (IIPL). My research interest is weakly supervised learning๐ฉโ๐ซ and data augmentation๐. I have recently become interested in multimodal debiasing.
- 2024.07.03 : One paper has been accepted at ECCV 2024๐
- 2024.06.30 : One paper has been accepted at IEEE Access๐
See Google scholar for detailed publications๐.
- Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation
- JuneHyoung Kwon, Eunju Lee, Yunsung Cho, YoungBin Kim
- Winter Conference on Applications of Computer Vision (WACV) 2024
- Enhancing Noisy Label Facial Expression Recognition with Split and Merge Consistency Regularization
- JiHyun Kim, JuneHyoung Kwon, MiHyeon Kim, Eunju Lee, YoungBin Kim
- IEEE Access 2023
- Domain-Adaptive Vision Transformers for Generalizing Across Visual Domains
- Yunsung Cho, Jungmin Yun, JuneHyoung Kwon, YoungBin Kim
- IEEE Access 2023
- Development of robust detector using the weather deep generative model for outdoor monitoring system
- Kyo-Hoon Jin, Kyung-Su Kang, Baek-Kyun Shin, JuneHyoung Kwon, Soo-Jin Jang, Young-Bin Kim, Han-Guk Ryu
- Expert Systems with Applications (ESWA) 2023
- Weakly supervised semantic segmentation via Graph RecalibratiOn with Scaling Weight uNit
- Soojin Jang, JuneHyoung Kwon, KyoHoon Jin, YoungBin Kim
- Engineering Applications of Artificial Intelligence (EAAI) 2023
- Saliency guided data augmentation strategy for maximally utilizing an objectโs visual information
- Junhyeok An*, Soojin Jang*, JuneHyoung Kwon*, Kyohoon Jin, YoungBin Kim
- *: equal contributions
- Plos one 2022
- ํ๋ฅ ์ ์ํํธ ํ๋กฌํํธ : ํ๋กฌํํธ๋ฅผ ํตํ ์ ์์ NLI์ ๊ฐ์ธ์ฑ ํฅ์
- Suhyun Lee, JuneHyoung Kwon, Eunju Lee, Young Bin Kim
- ๋ํ์ ์๊ณตํํ ํ๊ณ์ข ํฉํ์ ๋ํ 2023
- Partitioning Transformer: ์
๋ ฅ ์ฐจ์ ๊ตฌ๊ฐ ๋ถํ ์ ํตํ ์
ํ ์ดํ
์
์ถ๋ก ํจ์จํ
- Jaehoon Park, JuneHyoung Kwon, Yunsung Cho, Yehoon Jang, Sangmin Song, Aro Yun, Youngbin Kim
- ๋ํ์ ์๊ณตํํ ํ๊ณ์ข ํฉํ์ ๋ํ 2022
- ํจ๊ณผ์ ์ธ ์ต์ ํ๋ ์ ์ ํ์ ์ํ Self-Channel Attention Head ๋ฐ Weighted Margin Ranking Loss
- Eunju Lee, JuneHyoung Kwon, Pilseo Park, YunSung Cho, Soojin Jang, Youngbin Kim
- ๋ํ์ ์๊ณตํํ ํ๊ณ์ข ํฉํ์ ๋ํ 2022
- ์ฝ์ง๋ ์๋ฏธ๋ก ์ ๋ถํ ์ ์ํ ๊ฑฐ๋ ์ปค๋ ๊ธฐ๋ฐ ๊ณ ํ์ง ์๋ ๋ง์คํฌ ์์ฑ ๊ธฐ๋ฒ
- ARo Yun, JuneHyoung Kwon, Soojin Jang, Bilan Gao, YoungBin Kim
- ํ๊ตญ์ ๋ณด๊ณผํํ ํ์ ๋ฐํ๋ ผ๋ฌธ์ง 2022
- ๊ตฐ์ค ํ์ง ์ ๊ฑฐ์ง ์์ฑ ๋น์จ ๊ฐ์๋ฅผ ์ํ RDIoU ์์ค ํจ์
- JuneHyoung Kwon, Eunju Lee, Soojin Jang, YoungBin Kim
- ํ๊ตญ์ ๋ณด๊ณผํํ ํ์ ๋ฐํ๋ ผ๋ฌธ์ง 2021
- When I was young, I wanted to become a novelist. The title of my first novel, written on manuscript paper, was "Wood of Herbs"๐ฒ.
- I am a lazy wordsmith writing a blog dedicated to reviewing research papers and coding tips. Visit my blog๐ณ.
- I enjoy playing Overwatch, and my most played hero is Zarya๐๏ธโโ๏ธ, Zenyatta๐จโ๐ฆฒ and Wrecking ball๐น.
- How to reach me๐ซ : herbwood27@gmail.com | dirchdmltnv@cau.ac.kr