Publications (selected works shown in color)

• [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

Honors

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)