Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 9 Industry, Innovation, and Infrastructure
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Dive into the research topics where Sang Heum Hwang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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APT: Adaptive Personalized Training for Diffusion Models with Limited Data
Chae, J. W., Kim, J., Choi, J. W., Kim, K. & Hwang, S., 2025, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 28619-28628 10 p.Research output: Contribution to journal › Conference article › peer-review
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Correction to: Exploring the effectiveness of data-centric AI approaches to developing a prescription recognition system (International Journal on Document Analysis and Recognition (IJDAR), (2025), 10.1007/s10032-025-00525-x)
Kim, J., Mun, D., Hwang, J. & Hwang, S., 2025, (Accepted/In press) In: International Journal on Document Analysis and Recognition.Research output: Contribution to journal › Comment/debate
Open Access -
Exploring the effectiveness of data-centric AI approaches to developing a prescription recognition system
Kim, J., Mun, D., Hwang, J. & Hwang, S., 2025, (Accepted/In press) In: International Journal on Document Analysis and Recognition. 103544.Research output: Contribution to journal › Article › peer-review
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Metadata Enriched Multi-Instance Contrastive Learning for High-Quality Facial Skin Visual Representations
Kim, J., Kim, S., Seo, S., Kim, B., Mun, D., Lee, H. & Hwang, S., 2025, In: Applied Artificial Intelligence. 39, 1, 2462389.Research output: Contribution to journal › Article › peer-review
Open Access -
REFLEXIVE GUIDANCE: IMPROVING OODD IN VISION-LANGUAGE MODELS VIA SELF-GUIDED IMAGE-ADAPTIVE CONCEPT GENERATION
Kim, J., Lee, S. & Hwang, S., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 73186-73222 37 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations