개인 소개

– 취미: 배드민턴, 축구 등 각종 운동

– 서라벌 고등학교 卒 (2010~2013.2)

– KAIST 기계공학과 卒(2013~2018.2)

– KAIST 기계공학과 윤국진 교수님 연구실 석사학위 취득 (2018.3-2020.2)

– KAIST 기계공학과 윤국진 교수님 연구실 박사과정 (2020.2~)

– KAIST 기계공학과 윤국진 교수님 연구실 랩장 (2020.2~2020.12.)

Recent Selected Publications 

[ECCV 2024] Diffusion-Guided Weakly Supervised Semantic Segmentation
Sung-Hoon Yoon, Hoyong Kwon*, Jaeseok Jeong*, Daehee Park, and Kuk-Jin Yoon (*equal contribution)

[ECCV 2024] Finding Meaning in Points: Weakly-Supervised Semantic Segmentation for Event Cameras
Hoonhee Cho*, Sung-Hoon Yoon*, Hyeokjun Kweon*, and Kuk-Jin Yoon (*equal contribution)

[ECCV 2024] On-the-fly Category Discovery for LiDAR Semantic Segmentation
Hyeonseong Kim*, Sung-Hoon Yoon*, Minseok Kim, and Kuk-Jin Yoon (*equal contribution)

[ECCV 2024] Phase Concentration and Shortcut Suppression for Weakly Supervised Semantic Segmentation
Hoyong Kwon, Jaeseok Jeong, Sung-Hoon Yoon, and Kuk-Jin Yoon

[CVPR 2024] Class Tokens Infusion for Weakly Supervised Semantic Segmentation
Sung-Hoon Yoon, Hoyong Kwon, Hyeonseong Kim, and Kuk-Jin Yoon

[CVPR 2024] T4P: Test-Time Training of Trajectory Prediction via Masked Autoencoder and Actor-specific Token Memory
Daehee Park, Jaeseok Jeong, Sung-Hoon Yoon, Jaewoo Jeong, and Kuk-Jin Yoon

[CVPR 2023] Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor
Sung-Hoon Yoon*, 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
Sung-Hoon Yoon*, Hyeokjun Kweon*, Hyeonseong Kim, Daehee Park, and Kuk-Jin Yoon

[CVPR 2021] EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation

Lin Wang, Sung-Hoon Yoon*, Yujeong Chae*, Tae-Kyun Kim and Kuk-Jin Yoon

Domestic 

[제29회 Samsung Humantech Paper Award] Weakly Supervised Semantic Segmentation via Adversarial Erasing and Reconstruction Learning (동상)
Sung-Hoon Yoon*, Hyeokjun Kweon*,  and Kuk-Jin Yoon

[제34회 IPIU] Exploring Pixel-level Self-supervision for Weakly Supervised Semantic Segmentation (우수논문상 금상)
Sung-Hoon Yoon*, Hyeokjun Kweon*, Jaeseok Jeong†, Hyeonseong Kim†, Shinjeong Kim†, and Kuk-Jin Yoon

[제33회 IPIU] EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation (우수논문상 은상)

왕린, 채유정

[제33회 IPIU] MiCAM: Mining Class Activation Maps with Image-level Supervision for Weakly Supervised Semantic Segmentation
윤성훈*, 권혁준*, 김현성, 박대희, 윤국진

[제32회 IPIU] “Meta-FusionNet: Multi-network Fusion Framework based on Network Calibration ”
윤성훈, 정희찬, 윤국진

Challenge

[CVPRW 2021] CVPRW 2021 DSEC competition (track using only event data)
Sung-hoon Yoon*, Hyeokjun Kweon*, Jaeseok Jeong*, Yujeong Chae*, and Kuk-Jin Yoon

예지형 시각 지능 원천 기술 개발 (IITP 딥뷰) 과제: 2018.03 ~ 現