Publications

* indicates equal contribution.

2024

  1. Learning SO(3)-Invariant Semantic Correspondence via Local Shape Transform
    Chunghyun Park*Seungwook Kim*Jaesik Park, and Minsu Cho
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
    Presented in Workshop on Equivariant Vision: From Theory to Practice @ CVPR 2024

2023

  1. Stable and Consistent Prediction of 3D Characteristic Orientation via Invariant Residual Learning
    Seungwook Kim*Chunghyun Park*Yoonwoo JeongJaesik Park, and Minsu Cho
    International Conference on Machine Learning (ICML), 2023

2022

  1. SeLCA: Self-Supervised Learning of Canonical Axis
    Seungwook Kim*Yoonwoo Jeong*Chunghyun Park*Jaesik Park, and Minsu Cho
    NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 2022
  2. PointMixer: MLP-Mixer for Point Cloud Understanding
    Jaesung Choe*Chunghyun Park*Francois RameauJaesik Park, and In So Kweon
    European Conference on Computer Vision (ECCV), 2022
  3. Fast Point Transformer
    Chunghyun ParkYoonwoo JeongMinsu Cho, and Jaesik Park
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
    Silver Prize @ Samsung HumanTech Paper Award
    Qualcomm Innovation Fellowship Winner

2021

  1. Improved Classification and Localization Approach to Small Bowel Capsule Endoscopy using Convolutional Neural Network
    Yunseob Hwang*, Han Hee Lee*,  Chunghyun Park, Bayu Adhi Tama, Jin Su Kim, Dae Young Cheung, Woo Chul Chung, Young-Seok Cho, Kang-Moon Lee, Myung-Gyu Choi, and Seungchul Lee
    Digestive Endoscopy, 2021