Yoonjeon Kim

Ph.D student at Graduate School of AI, Korea Advanced Institute of Science and Technology (KAIST)

Hello, I am a Ph.D candidate at Machine Learning and Intelligence Lab (MLILAB) in KAIST, advised by Prof. Eunho Yang.

Currently my research interest lies in human-friendly manipulation of images and videos. More specifically, I am focusing on generating images in auto-regressive models, conditioned on text guidance.

Conference Publications

  • Preserve or Modify? Context-Aware Evaluation for Balancing Preservation and Modification in Text-Guided Image Editing [paper]
    Yoonjeon Kim*, Soohyun Ryu*, Yeonsung Jung, Hyunkoo Lee, Joowon Kim, June Yong Yang, Jaeryong Hwang, Eunho Yang
    Under Review

  • Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance [paper]
    Yoonjeon Kim, Hyunsu Kim, Junho Kim, Yunjey Choi, Eunho Yang
    ICLR 2023

  • Sequential targeting: A continual learning approach for data imbalance in text classification [paper]
    Joel Jang, Yoonjeon Kim, Kyoungho Choi, Sungho Suh
    Expert Systems with Applications 2021

Education

  • Ph.D. in Graduate School of AI, Korea Advanced Institute of Science and Technology (KAIST), Mar. 2023 - Present

  • M.S. in Graduate School of AI, Korea Advanced Institute of Science and Technology (KAIST), Mar. 2021 - Feb. 2023

  • B.S. in Applied Statistics, Yonsei University, Mar. 2017 - Feb. 2021