I am a Ph.D. student in the Department of Copmuter Science and Technology at Pohang University of Science and Technology (POSTECH). I am a member of Computer Vision Lab under the supervision of professor Minsu Cho. My research interest is in computer vision and deep learning, especially scene graph generation and graph neural networks for computer vision.

News

• [Sep. 2023] A paper about neural symbolic methods for temporal action segmentation is accepted to NeurIPS 2023.
• [Feb. 2023] Two papers are accepted to CVPR 2023.
• [Mar. 2022] A paper about few-shot metric learning is accepted to ACCV 2022.
• [Sep. 2018] A paper about semantic correspondence is accepted to ECCV 2018.

Publication

• Activity Grammars for Temporal Action Segmentation
  Dayoung Gong*, Joonseok Lee*, Deunsol Jung, Suha Kwak, Minsu Cho, NeurIPS 2023 (* Equal contributions)
  [paper] [project page] [github]
• Devil’s on the Edges: Selective Quad Attention for Scene Graph Generation
  Deunsol Jung, Sanghyun Kim, Won Hwa Kim, Minsu Cho, CVPR 2023
  [paper] [project page] [github]
• Relational Context Learning for Human-Object Interaction Detection
  Sanghyun Kim, Deunsol Jung, Minsu Cho, CVPR 2023
  [paper] [project page] [github]
• Few-shot Metric Learning: Online Adaptation of Embedding for Retrieval
  Deunsol Jung, Dahyun Kang, Suha Kwak, Minsu Cho, ACCV 2022
  [paper] [github]
• Attentive Semantic Alignment with Offset-Aware Correlation Kernels
  Paul Hongsuck Seo, Jongmin Lee, Deunsol Jung, Bohyung Han, Minsu Cho, ECCV 2018
  [paper] [github]

Education

• B.S. in Computer Science and Engineering
  POSTECH, Pohang, Republic of Korea
  Mar. 2011 - Aug. 2016, GPA: 3.36/4.30
• Ph.D. student in Computer Vision Lab.
  Department of Computer Science and Engineering, POSTECH, Pohang, Republic of Korea
  Sep. 2016 - Current, GPA: 3.59/4.30

Awards

• Best Presentation Awards @ IPIU 2019 for outstanding poster presentation.

Teaching & Advising

• Teaching assistant (TA) for undergraduate course
  • Object-Oriented Programming (OOP), Mar. 2017 - Aug. 2017
  • Automata and Formal Language, Sep. 2017 - Dec. 2017
  • Automata and Formal Language, Sep. 2018 - Dec. 2018
• TA for Industry Oriented Course
  • AI expert training course for POSCO, Mar. 2017 - Oct. 2017
    • Introduction to the Python Programming
    • Computer Vision
  • Machine learning expert training course for Samsung DS, May. 2017 - Jun. 2017
    • Introduction to the Python Programming
    • Computer Vision
  • AI programming for the job seeker, Sep. 2017
    • Introduction to the Python Programming
  • AI industry professional training for Gyeongsangbuk-Do, Dec. 2017
    • Computer Vision
  • AI expert training course for POSCO, Jun. 2018 - Jul. 2018
    • Computer Vision
  • AI expert training course for POSCO, Jul. 2019 - Aug. 2019
    • Computer Vision
  • AI expert training course for POSCO, Mar. 2022 - Mar. 2022
    • Introduction to the Python Programming