Wonhyeok Choi

Ph.D. Student

smu06117 at dgist.ac.kr

Research Interests

  • Dynamic Neural Network
  • Multi-Task Learning & Meta-Learning
  • Neural Architecture Search

Education

  • M.S.–Ph.D. Integrated Course in Electrical Engineering and Computer Sciences, DGIST, Mar 2022 – present.

Publication

  • Wonhyeok Choi, Sunghoon Im. “Dynamic Neural Network for Multi-Task Learning Searching across Diverse Network Topologies”, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
  • Seunghun Lee, Wonhyeok Choi, Changjae Kim, Minwoo Choi, Sunghoon Im. “ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation”, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

Academic Activities

  • Reviewer
    • IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2023.
    • IEEE International Conference on Computer Vision (ICCV) 2023.

Scholarships & Awards

  • Participation Prize, 28th HumanTech Paper Award, Samsung Electronics Co., Ltd, Feb 2022.