I am a Ph.D candidate advised by Professor Jaegul Choo.

I work on 3D vision and graphics, with particular focus on implicit neural representations such as NeRF.

Contact

  • shwang.14 [at] kaist.ac.kr

  • 8 Seongnam-daero 331 beon-gil, KINS Tower, Suite 904, Bundang-gu, Seongnam-si, Gyeonggi 13558, South Korea

Education

  • M.S in Electrical Engineering (Robotics Program), 2022

    KAIST, Korea

    Thesis: "SO(2) Equivariant and Invariant Representation Learning using Graph Convolutional Network"

    Advisor: Prof. Hyun Myung

  • B.S in Mechanical Engineering, 2020

    KAIST, Korea

Publications

  • Text2Control3D: Controllable 3D Avatar Generation in Neural Radiance Fields using Geometry-Guided Text-to-Image Diffusion Model

    Sungwon Hwang, Junha Hyung, Jaegul Choo

    arXiv 2023

    [ Paper / Project Page / Code ]

  • FaceCLIPNeRF: Text-driven 3D Face Manipulation using Deformable Neural Radiance Fields

    Sungwon Hwang, Junha Hyung, Daejin Kim, Min-Jung Kim, Jaegul Choo

    ICCV 2023

    [ Paper / Project Page ]

  • Local 3D Editing via 3D Distillation of CLIP Knowledge

    Junha Hyung, Sungwon Hwang, Daejin Kim, Hyunji Lee, Jaegul Choo

    CVPR 2023

    [ Paper / Code ]

  • Equivariance-bridged SO(2)-Invariant Representation Learning using Graph Convolutional Network

    Sungwon Hwang, Hyungtae Lim, Hyun Myung

    BMVC 2021

    [ Paper / Code ]

  • ERASOR: Egocentric Ratio of Psuedo Occupancy-based Dynamic Object Removal for Static 3D Point Cloud Map Building

    Hyungtae Lim, Sungwon Hwang, Hyun Myung

    IEEE RA-Letters (ICRA '21 Option)

    [ Paper / Code ]

  • Normal Distributions Transform is Enough: Real-time 3D Scan Matching for Pose Correction of Mobile Robot

    under Large Odometry Uncertainties

    Hyungtae Lim*, Sungwon Hwang*, Sungjae Shin, Hyun Myung (*: equal contribution)

    ICCAS 2020

    [ Paper / Video ]

Awards

  • Student Best Paper Award, ICCAS '20

Academic Activities

Reviewer

  • IEEE Robotics and Automation Letters (ICRA '21 option)