About Me

I am a graduate student in the Department of Computer Science and Engineering Ph.D. program at POSTECH. I am a member of Computer Vision Lab under the supervision of professor Suha Kwak. My primary research interest is in computer vision especially group activity recognition and its applications.

News

July. 2024. Two papers are accepted in ECCV 2024.
Jan. 2023. I won BK21 outstanding paper award.
Mar. 2022. One paper is accepted in CVPR 2022.

Education

• Pohang University of Science and Technology (POSTECH) Pohang, Korea, Feb. 2019 - current
  Ph.D. student in Computer Science and Engineering
  Advisor: Professor Suha Kwak
  GPA: 4.0/4.3

• Carnegie Mellon University (CMU) Pittsburgh, PA, USA, Aug. 2019 - Feb. 2020
  Visiting student in Language Technologies Institute
  IITP (Institute of Information & Communications Technology Planning & Evaluation) Executive Education Program

• Korea Advanced Institute of Science and Technology (KAIST) Daejeon, Korea, Mar. 2013 - Feb. 2015
  M.S. student in Industrial & Systems Engineering
  Advisor: Professor Kyung Chul Chae
  GPA: 3.74/4.3 (93.77/100)

• Korea Advanced Institute of Science and Technology (KAIST) Daejeon, Korea, Feb. 2008 - Feb. 2013
  B.S. in Biological Science
  B.S. in Industrial & Systems Engineering
  GPA: 3.64/4.3 (92.66/100)

Publications

• Online Temporal Action Localization with Memory-Augmented Transformer
  [Paper] [Project Page] [Code]
  Youngkil Song*, Dongkeun Kim*, Minsu Cho, Suha Kwak
  ECCV 2024 (acceptance = 2395 / 8585 = 27.9%)

• Towards More Practical Group Activity Detection: A New Benchmark and Model
  [Paper] [Project Page] [Code]
  Dongkeun Kim, Youngkil Song, Minsu Cho, Suha Kwak
  ECCV 2024 (acceptance = 2395 / 8585 = 27.9%)

• Detector-Free Weakly Supervised Group Activity Recognition
  [Paper] [Project Page] [Code]
  Dongkeun Kim, Jinsung Lee, Minsu Cho, Suha Kwak
  CVPR 2022 (acceptance = 2067 / 8161 = 25.33%)

• Neural Contrast Enhancement of CT Image
  [Paper]
  Minkyo Seo, Dongkeun Kim, Kyungmoon Lee, Seunghoon Hong, Jae Seok Bae, Jung Hoon Kim, Suha Kwak
  WACV 2021

Honors & Awards

• BK21 outstanding paper award (2023)
• National Scholarship for Science and Engineering KOSAF (2008 - 2011, 2013 - 2014)

Academic Services

• Conference Reviewer: ECCV 2024, CVPR 2024, ICCV 2023, WACV 2022-2025, ACCV 2022, 2024
• Journal Reviewer: Image and Vision Computing

Work Experiences

• Hanbat National University Lecturer, Daejeon, Korea (Mar. 2018 - Dec. 2018)
• SIMNET Developer, Daejeon, Korea (Feb. 2015 - Feb. 2018)