publications

2025

1. 

   MemDistill: Distilling LiDAR Knowledge into Memory for Camera-Only 3D Object Detection

   Donghyeon Kwon, Youngseok Yoon, Hyeongseok Son, and Suha Kwak

   In IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2025

   Bib

   @inproceedings{Kwon_2025_ICCV,
     title = {MemDistill: Distilling LiDAR Knowledge into Memory for Camera-Only 3D Object Detection},
     author = {Kwon, Donghyeon and Yoon, Youngseok and Son, Hyeongseok and Kwak, Suha},
     booktitle = {IEEE/CVF International Conference on Computer Vision (ICCV)},
     year = {2025},
     month = oct,
   }

2. 

   Decoupled Finetuning for Domain Generalizable Semantic Segmentation

   Jaehyun Pahk, Donghyeon Kwon, Seong Joon Oh, and Suha Kwak

   In The Thirteenth International Conference on Learning Representations (ICLR), Apr 2025

   Bib PDF

   @inproceedings{pahk2025decoupled,
     title = {Decoupled Finetuning for Domain Generalizable Semantic Segmentation},
     author = {Pahk, Jaehyun and Kwon, Donghyeon and Oh, Seong Joon and Kwak, Suha},
     booktitle = {The Thirteenth International Conference on Learning Representations (ICLR)},
     year = {2025},
     month = apr,
   }

3. 

   Boosting Semi-Supervised Video Action Detection with Temporal Context

   Donghyeon Kwon, Inho Kim, and Suha Kwak

   In Proceedings of the Winter Conference on Applications of Computer Vision (WACV), Feb 2025

   Oral Presentation

   Bib PDF

   @inproceedings{Kwon_2025_WACV,
     author = {Kwon, Donghyeon and Kim, Inho and Kwak, Suha},
     title = {Boosting Semi-Supervised Video Action Detection with Temporal Context},
     booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV)},
     month = feb,
     year = {2025},
     note = {Oral Presentation},
   }

2024

1. 

   Self-Supervised Learning of Semantic Correspondence Using Web Videos

   Donghyeon Kwon, Minsu Cho, and Suha Kwak

   In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2024

   Bib HTML PDF

   @inproceedings{Kwon_2024_WACV,
     author = {Kwon, Donghyeon and Cho, Minsu and Kwak, Suha},
     title = {Self-Supervised Learning of Semantic Correspondence Using Web Videos},
     booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
     month = jan,
     year = {2024},
     pages = {2142-2152},
   }

2023

1. 

   Leveraging Proxy of Training Data for Test-Time Adaptation

   Juwon Kang, Nayeong Kim, Donghyeon Kwon, Jungseul Ok, and Suha Kwak

   In International Conference on Machine Learning (ICML), Jul 2023

   Bib HTML PDF

   @inproceedings{Kang_2023_ICML,
     author = {Kang, Juwon and Kim, Nayeong and Kwon, Donghyeon and Ok, Jungseul and Kwak, Suha},
     title = {Leveraging Proxy of Training Data for Test-Time Adaptation},
     booktitle = {International Conference on Machine Learning (ICML)},
     month = jul,
     year = {2023},
   }

2022

1. 

   Semi-Supervised Semantic Segmentation With Error Localization Network

   Donghyeon Kwon, and Suha Kwak

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2022

   Bib HTML PDF

   @inproceedings{Kwon_2022_CVPR,
     author = {Kwon, Donghyeon and Kwak, Suha},
     title = {Semi-Supervised Semantic Segmentation With Error Localization Network},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
     month = jun,
     year = {2022},
   }