😃 I am

a Ph.D. student at the POSTECH Computer Science and Engineering under the supervision of professor Minsu Cho. My research lies in the areas of computer vision and deep learning, especially in the problems of learning with minimal supervisions and learning to discover image relations.

🐣 News

✅ [Feb. 2023] A paper is accepted at CVPR 2023.

✅ [Dec. 2022] I won Naver Ph.D. Fellowship Award.

✅ [Mar. 2022] A paper is accepted at ACCV 2022.

✅ [Apr. 2022] I will work for Meta this summer as a research scientist intern.

☕ Publication

🚀 Click teaser images to go to project homepages.

2023

Distilling Self-Supervised Transformers for Weakly-Supervised Few-Shot Classification & Segmentation

Dahyun Kang, Piotr Koniusz, Minsu Cho, Naila Murray

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023

[paper], [code]

2022

Few-Shot Metric Learning: Online Adaptation of Embedding for Retrieval

Deunsol Jung, Dahyun Kang, Suha Kwak, Minsu Cho

Asian Conference on Computer Vision (ACCV), 2022

[paper], [github]

Integrative Few-Shot Learning for Classification and Segmentation

Dahyun Kang, Minsu Cho

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022

[paper], [github]

Semi-supervised Domain Adaptation via Sample-to-Sample Self-Distillation

Jeongbeen Yoon, Dahyun Kang, Minsu Cho

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022

[paper], [github]

2021

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Hypercorrelation Squeeze for Few-Shot Segmentation

Juhong Min, Dahyun Kang, Minsu Cho

IEEE/CVF International Conference on Computer Vision (ICCV), 2021

[paper], [github]

Relational Embedding for Few-Shot Classification

Dahyun Kang, Heeseung Kwon, Juhong Min, Minsu Cho

IEEE/CVF International Conference on Computer Vision (ICCV), 2021

[paper], [github]

🎓 Education


Ph.D. student in Computer Vision Laboratory

POSTECH, Pohang, South Korea
Sep. 2019 - present

Exchange student in School of Computing

National University of Singapore, Singapore
Jan. 2019 - May. 2019

B.S. in Computer Science and Engineering

POSTECH, Pohang, South Korea
Mar. 2015 - Aug. 2019
Summa Cum Laude

💼 Work experience


Research scientist intern

Meta AI, London, UK
Jul. 2022 - Dec. 2022

📬 Contact

dahyun.kang@postech.ac.kr