Hi, my name is Dohyung Kim. I am currently studying toward a PhD degree in Electrical and Electronic Engineering at Yonsei University in Seoul, under supervsion of Prof, Bumsub Ham.

Education

  • B. S. School of Electrical and Electronic Engineering at Yonsei University

Research interest

Computer Vision and Deep Learning - Network Quantization - Image Matching - Super-resolution - Network Distillation

Conference

  1. (CVPR-2019 oral) SFNet: Learning Object-aware Semantic Correspondence [Paper] [Project] [Video]
    • Dohyung Kim*, Junghyup Lee*, Jean Ponce, Bumsub Ham (* indicating equal contribution)
  2. (ECCV-2020) Learning with Privileged Information for Efficient Image Super-Resolution [Paper] [Project]
    • Dohyung Kim*, Wonkyung Lee*, Junghyup Lee*, Bumsub Ham (* indicating equal contribution)
  3. (CVPR-2021) Network Quantization with Element-wise Gradient Scaling [Paper] [Project]
    • Junghyup Lee, Dohyung Kim, Bumsub Ham
  4. (ICCV-2021) Distance-aware Quantization [Paper] [Project]
    • Dohyung Kim, Junghyup Lee, Bumsub Ham

Journal

  1. (TPAMI-2022) Learning Semantic Correspondence Exploiting an Object-level Prior [Paper] [Project]
    • Dohyung Kim*, Junghyup Lee*, Wonkyung Lee, Jean Ponce, Bumsub Ham (* indicating equal contribution)
  2. (ESSCIRC-2022) SIF-NPU: A 28nm 3.48 TOPS/W 0.25 TOPS/mm2 CNN Accelerator with Spatially Independent Fusion for Real-Time UHD Super-Resolution [Paper]
    • Sumin Lee, Ki-Beom Lee, Sunghwan Joo, Hong Keun Ahn, Junghyup Lee, Dohyung Kim, Bumsub Ham

Awards

  1. Silver prize
    • 25th Samsung Human-Tech Prize on Signal Processing
  2. Excellence Award
    • Graduate Student Paper Contest in Yonsei University, 2020.

Contact

  • Email: do.hyung@yonsei.ac.kr

Last updated

  • 2023/01/23.