Dahyun Kang

Hi! I am a PhD student at POSTECH 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. My name is pronounced as DAH-yon.

News

Jul 1, 2024 A paper on open-vocabulary segmentation is accepted to ECCV 2024.
Jun 3, 2022 I started my research internship at Meta @ Paris !

Education

September, 2019 - Present Pohang University of Science and Technology (POSTECH), Pohang, South Korea
Integrated MS/PhD student in Computer Science and Engineering \
March, 2015 - August, 2019 Pohang University of Science and Technology (POSTECH) , Pohang, South Korea
BS in Computer Science and Engineering Summa Cum Laude

Experience

June, 2024 - Present Meta, Paris, France
Research Scientist Intern
  • Manager: Piotr Bojanowski
July, 2022 - December, 2022 Meta, London, UK
Research Scientist Intern
  • Manager: Naila Murray
September 2019 - Present Computer Vision Lab, POSTECH, Pohang, South Korea
MS/Ph.D Student
  • Advisor: Minsu Cho

Publications

  1. In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation
    Dahyun Kang,  and Minsu Cho
    European Conference on Computer Vision (ECCV), 2024
    Paper Code
  2. Contrastive Mean-Shift Learning for Generalized Category Discovery
    Sua Choi,  Dahyun Kang,  and Minsu Cho
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
    Paper Code
  3. Distilling Self-Supervised Vision Transformers for Weakly-Supervised Few-Shot Classification & Segmentation
    Dahyun Kang, Piotr Koniusz, Minsu Cho,  and Naila Murray
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
    Paper Code
  4. Few-Shot Metric Learning: Online Adaptation of Embedding for Retrieval
    Deunsol Jung,  Dahyun Kang, Suha Kwak,  and Minsu Cho
    Asian Conference on Computer Vision (ACCV), 2022
    Paper Code
  5. Integrative Few-Shot Learning for Classification and Segmentation
    Dahyun Kang,  and Minsu Cho
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
    Paper Code
  6. Semi-supervised Domain Adaptation via Sample-to-Sample Self-Distillation
    Jeongbeen Yoon,  Dahyun Kang,  and Minsu Cho
    Winter Conference on Applications of Computer Vision (WACV), 2022
    Paper Code
  7. Hypercorrelation Squeeze for Few-Shot Segmentation
    Juhong Min,  Dahyun Kang,  and Minsu Cho
    International Conference on Computer Vision (ICCV), 2021
    Paper Code
  8. Relational Embedding for Few-Shot Classification
    Dahyun Kang, Heeseung Kwon, Juhong Min,  and Minsu Cho
    International Conference on Computer Vision (ICCV), 2021
    Paper Code

Honors and Awards

POSTECHIAN Fellowship Award (2023)
  • Winner
Naver Ph.D. Fellowship Award (2023)
  • Winner
BK21 Best Paper Award, POSTECH CSE (2022, 2023)
  • Excellence Award - Integrative Few-Shot Learning for Classification and Segmentation (CVPR 2022)
  • Excellence Award - Relational Embedding for Few-Shot Classification (ICCV 2021)
Professional service
  • Conference reviewer: WACV {2022-2024}, CVPR {2022-2024}, ICCV 2023, ECCV 2024, ACCV 2024, Neurips {2022-2024}
  • Journal reviewer: TPAMI, IJCV