About Me
(Updated in 2024.03) Curriculum vitae can download HERE.
I am currently a Ph.D. Student in the Department of Computer Science and Engineering at Sogang University, supervised by Prof. Junsuk Choe. Prior to this, I obtained my M.S. Degree in the Department of Artificial Intelligence at Sogang University advised by the same supervisor. Previously, I received a B.S. Degree at the same university.
Research Interests: I am interested in scalable visual grounding tasks such as open-vocabulary segmentation and detection. For scalability of the neural network, I mainly concentrate on how to train the imperfect dataset (e.g. self-,semi-,weakly-supervised learning).
Contact: djhwang(at)sogang(dot)ac(dot)kr
News
- 2023.03: 1 paper accepted in Pattern Recognition Letters. (IF: 4.757)
Publications
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Paying Attention to Small Objects in Weakly Supervised Object Localization
Dongjun Hwang, Junsuk Choe.
- In submission.
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Curriculum Learning with Class-label Composition for Weakly Supervised Semantic Segmentation
Dongjun Hwang, Hyoseo Kim, Doyeol Baek, Hyunbin Kim, Inhye Kye, Junsuk Choe.
- In submission.
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Entropy Regularization for Weakly Supervised Object Localization
Dongjun Hwang, Jung-Woo Ha, Hyunjung Shim, Junsuk Choe. [Journal]
- Pattern Recognition Letters, 2023. (IF: 4.757)
Education
- Ph.D. in Department of Computer Science and Engineering, Sogang University, Mar. 2024 – Present
- Advisor: Junsuk Choe
- M.S. in Department of Artificial Intelligence, Sogang University, Mar. 2022 – Feb. 2024
- Advisor: Junsuk Choe
- Thesis: Curriculum Learning with Class-label Composition for Weakly Supervised Semantic Segmentation
- B.S. in Department of Computer Science and Engineering, Sogang University, Mar. 2018 – Feb. 2022
Awards & Scholarship
- Smilegate AI Major (DHE) Scholarship, Smilegate, Mar. 2022 – Feb. 2024
- 34th Workshop on Image Processing and Image Understanding (IPIU), Bronze Award, Feb. 2022
Skills
- Python, Pytorch, Django, C, Shell, Docker, Github, Notion