👋  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 learning👩‍🏫 and data augmentation📚. I have recently become interested in multimodal debiasing.

🎉News

• 2024.07.03 : One paper has been accepted at ECCV 2024👏
• 2024.06.30 : One paper has been accepted at IEEE Access👏

Publications

See Google scholar for detailed publications📜.

🌍International Publications

• DIAL: Dense Image-text ALignment for Weakly Supervised Semantic Segmentation
  • Soojin Jang, Jungmin Yun, JuneHyoung Kwon, Eunju Lee, YoungBin Kim
  • European Conference on Computer Vision (ECCV) 2024
• A Weakly Supervised Learning Framework Utilizing Enhanced Class Activation Map for Object Detection in Construction Sites
  • Jaehun Yang, Eunju Lee, JuneHyoung Kwon, Dongmin Lee, Youngbin Kim, Chansik Park, Doyeop Lee
  • IEEE Access 2024
• 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 object’s visual information
  • Junhyeok An*, Soojin Jang*, JuneHyoung Kwon*, Kyohoon Jin, YoungBin Kim
  • *: equal contributions
  • Plos one 2022

🌆Domestic Publications

• DualColor: Dual-Guided Colorization with Grayscale Knowledge Transfer for Vivid Sketch Colorization
  • SeungHoo Lee, JuneHyoung Kwon, Jooweon Choi, Mihyeon Kim, Eunju Lee, Young Bin Kim
  • 대한전자공학회 하계종합학술대회 2024
• 모드 붕괴 완화를 위한 누적 샘플 분포 기반 적대적 생성 모델
  • Seunghoon Lee, JuneHyoung Kwon, Young Bin Kim
  • 36th Workshop on Image Processing and Image Understanding 2024
• 확률적 소프트 프롬프트 : 프롬프트를 통한 저자원 NLI의 강인성 향상
  • Suhyun Lee, JuneHyoung Kwon, Eunju Lee, Young Bin Kim
  • 대한전자공학회 하계종합학술대회 2023
• Partitioning Transformer: 입력 차원 구간 분할을 통한 셀프 어텐션 추론 효율화
  • Jaehoon Park, JuneHyoung Kwon, Yunsung Cho, Yehoon Jang, Sangmin Song, Aro Yun, Youngbin Kim
  • 대한전자공학회 하계종합학술대회 2022
• 효과적인 최적 프레임 선택을 위한 Self-Channel Attention Head 및 Weighted Margin Ranking Loss
  • Eunju Lee, JuneHyoung Kwon, Pilseo Park, YunSung Cho, Soojin Jang, Youngbin Kim
  • 대한전자공학회 하계종합학술대회 2022
• 약지도 의미론적 분할을 위한 거대 커널 기반 고품질 수도 마스크 생성 기법
  • ARo Yun, JuneHyoung Kwon, Soojin Jang, Bilan Gao, YoungBin Kim
  • 한국정보과학회 학술발표논문집 2022
• 군중 탐지 시 거짓 양성 비율 감소를 위한 RDIoU 손실 함수
  • JuneHyoung Kwon, Eunju Lee, Soojin Jang, YoungBin Kim
  • 한국정보과학회 학술발표논문집 2021

About me

• When I was young, I wanted to become a novelist. The title of my first novel, written on manuscript paper, was "Wood of Herbs"🌲.
  
• I am a lazy wordsmith writing a blog dedicated to reviewing research papers and coding tips. Visit my blog🌳.
  
• I enjoy playing Overwatch, and my most played hero is Zarya🏋️‍♀️, Zenyatta👨‍🦲 and Wrecking ball🐹.
  
• How to reach me📫 : herbwood27@gmail.com | dirchdmltnv@cau.ac.kr

💪 Skills