Publications

2025

  1. WACV-2025
    Semantic Prompting with Image-Token for Continual Learning
    Jisu Han, Jaemin Na*, and Wonjun Hwang*
    In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
    Paper

2024

  1. ACCV-2024
    SRIL: Selective Regularization for Class-Incremental Learning
    Jisu Han, Jaemin Na, and Wonjun Hwang
    In Asian Conference on Computer Vision (ACCV), 2024
    Paper
  2. ACCV-2024
    Dual Prototype-driven Objectness Decoupling for Cross-Domain Object Detection in Urban Scene
    Taehoon Kim, Jaemin Na, and Wonjun Hwang
    In Asian Conference on Computer Vision (ACCV), 2024
    Paper
  3. ICIP-2024
    Stay Focus on Object: Cross-Domain Detection using Domain-Invariant Object Representation
    Taehoon Kim, Jaemin Na,  Joong-Won Hwang, and Wonjun Hwang
    In IEEE International Conference on Image Processing (ICIP), 2024
  4. CVPR-2024
    D3T: Distinctive Dual-Domain Teacher Zigzagging Across RGB-Thermal Gap for Domain-Adaptive Object Detection
    Dinh Phat Do, Taehoon Kim, Jaemin Na, Jiwon Kim, Keonho Lee, and 2 more authors
    In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2024
    Paper
  5. arXiv-2024
    OurDB: Ouroboric Domain Bridging for Multi-Target Domain Adaptive Semantic Segmentation
    Seungbeom Woo, Geonwoo Baek, Taehoon Kim, Jaemin Na, Joong-won Hwang, and 1 more author
    In arXiv preprint arXiv:2403.11537, 2024
    Paper
  6. Doctoral Thesis
    Bridging Domain Spaces via Vicinal Space for Unsupervised Domain Adaptation
    Jaemin Na
    In Doctoral Thesis, Ajou University, 2024
    Paper

2023

  1. NeurIPS-2023
    Switching Temporary Teachers for Semi-Supervised Semantic Segmentation
    Jaemin Na, Jung-Woo Ha, Hyung Jin Chang, Dongyoon Han*, and Wonjun Hwang*
    In Conference on Neural Information Processing Systems (NeurIPS), 2023
    Paper Github

2022

  1. ECCV-2022
    Contrastive Vicinal Space for Unsupervised Domain Adaptation
    Jaemin Na, Dongyoon Han, Hyung Jin Chang, and Wonjun Hwang
    In European Conference on Computer Vision (ECCV), 2022
    Paper Youtube Github
  2. U.S Patent
    Method and apparatus for unsupervised domain adaptation
    Jaemin Na, and Wonjun Hwang
    In US20220383047A1, 2022
    Paper

2021

  1. CVPR-2021
    FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation
    Jaemin Na, Heechul Jung, Hyung Jin Chang, and Wonjun Hwang
    In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2021
    Paper Youtube Github
  2. ICCV-2021
    Densely Guided Knowledge Distillation using Multiple Teacher Assistants
    Wonchul Son, Jaemin Na, Jun Yong Choi, and Wonjun Hwang
    In IEEE International Conference on Computer Vision (ICCV), 2021
    Paper

2019

  1. ACPR-2019
    Representation Learning for Style and Content Disentanglement with Autoencoders
    Jaemin Na, and Wonjun Hwang
    In Asian Conference on Pattern Recognition (ACPR), 2019
    Paper