Assistant Professor
Graduate School of Advanced Imaging Science, Multimedia & Film (GSAIM) @ Chung-Ang University
E-mail | Personal page | CV | Google scholar
Education
Ph.D., ME, KAIST (2020.03 - 2025.02)
M.S., ME, KAIST (2018.03 - 2020.02)
B.S., ME, KAIST (2014.03 - 2018.02)
[ICCV 2025] DC-TTA: Divide-and-Conquer Framework for Test-Time Adaptation of Interactive Segmentation
Jihun Kim*, Hoyong Kwon*, Hyeokjun Kweon*, Wooseong Jeong, and Kuk-Jin Yoon
[CVPR 2025, Highlight] WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels (Top 2.6% of submissions)
Hyeokjun Kweon and Kuk-Jin Yoon
[NeurIPS 2024] TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight
Hyun-Kurl Jang*, Jihun Kim*, Hyeokjun Kweon*, and Kuk-Jin Yoon
[ECCV 2024] Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event Cameras
Hoonhee Cho*, Sung-Hoon Yoon*, Hyeokjun Kweon*, and Kuk-Jin Yoon
[CVPR 2024, Oral] From SAM to CAMs: Exploring Segment Anything Model for Weakly Supervised Semantic Segmentation (Top 0.8% of submissions)
Hyeokjun Kweon and Kuk-Jin Yoon
[CVPR 2024] Weakly Supervised Point Cloud Semantic Segmentation via Artificial Oracle
Hyeokjun Kweon*, Jihun Kim*, and Kuk-Jin Yoon
[ICCV 2023] Learning Point Cloud Completion without Complete Point Clouds: A Pose-aware Approach
Jihun Kim, Hyeokjun Kweon, Yunseo Yang, and Kuk-Jin Yoon
[CVPR 2023] Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor
Hyeokjun Kweon*, Sung-Hoon Yoon*, and Kuk-Jin Yoon
[AAAI 2023] Pixel-wise Warping for Deep Image Stitching
Hyeokjun Kweon*, Hyeonseong Kim*, Yoonsu Kang*, Youngho Yoon*, Wooseong Jeong, and Kuk-Jin Yoon
[NeurIPS 2022] Joint Learning of 2D-3D Weakly Supervised Semantic Segmentation
Hyeokjun Kweon and Kuk-Jin Yoon
[ECCV 2022] Adversarial Erasing Framework via Triplet with Gated Pyramid Pooling Layer for Weakly Supervised Semantic Segmentation
Sung-Hoon Yoon*, Hyeokjun Kweon*, Je-Gyeong Cho, Shin-Jeong Kim, and Kuk-Jin Yoon
[ICCV 2021] Unlocking the Potential of Ordinary Classifier: Class-specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation
Hyeokjun Kweon*, Sung-Hoon Yoon*, Hyeonseong Kim, Daehee Park, and Kuk-Jin Yoon
Reviewer
Top-tier Conferences: CVPR, ICCV, ECCV, NeurIPS, ICLR, ICML, AAAI
Top-tier Journals: TPAMI, IJCV, CVIU, RA-L
Awards
Qualcomm Innovation Fellowship 2024 Korea Winner (Top 15 papers)
Bronze prize (Samsung HumanTech Paper Awards 2023)
Bronze prize in Best Paper Awards & Best Poster Presentation Awards (IPIU 2023)
Gold prize in Best Paper Awards (IPIU 2022)
Winning CVPRW 2021 DSEC challenge (event-only track)
Talks
Sep 2025 - 대한전자공학회 신호처리학술대회 신진연구자발표 (AISP@경북대)
Jun 2025 - 대한전자공학회 하계학술대회 신진연구자발표 (IEIE@제주)
Nov 2024 - 한국인공지능학회 추계학술대회 국제학회 우수논문발표세션 (KAIA@서울)
Oct 2024 - ECCV Doctoral Consortium (ECCV-DC@Milan)
Aug 2024 - KCCV Doctoral Consortium (KCCV-DC@부산)
Jun 2024 - CVPR Oral Presentation (CVPR@Seattle)