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I am a Research Scientist at Adobe Research.
Email: jaeyoon [at] adobe.com, jsyoon4325 [at] gmail.com
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Google Scholar
I received Ph.D. degree in Computer Science and Engineering at the University of Minnesota (UMN), Twin Cities, advised by Prof. Hyun Soo Park. I received MS degree in Department of Robotics from Korea Advanced Institute of Science and Technology (KAIST) under the supervision of Prof. In So Kweon. I received my bachelor degree in Electrical Engineering from Hanyang University under the supervision of Prof. Yong Ho Song. I was an exchange student at Kobe University. My general research interest lies in computer&robot vision and machine learning.
Industry
Research & Productization
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Can3Tok: Canonical 3D Tokenization and Latent Modeling of Scene-Level 3D Gaussians
Quankai Gao, Iliyan Georgiev, Tuanfeng Yang Wang, Krishna Kumar Singh, { Ulrich Neumann*, Jae Shin Yoon* }
*indicates joint last authors
IEEE International Conference on Computer Vision ( ICCV) 2025
[PDF]
[Project Page]
[Code]
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IntrinsicEdit: Precise generative image manipulation in intrinsic space
Linjie Lyu, Valentin Deschaintre, Yannick Hold-Geoffroy, Miloš Hašan, Jae Shin Yoon, Thomas Leimkühler, Christian Theobalt, Iliyan Georgiev
SIGGRAPH 2025 ( TOG)
[PDF]
[Project Page]
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Comprehensive Relighting: Generalizable and Consistent Monocular Human Relighting and Harmonization
Junying Wang, Jingyuan Liu, Xin Sun, Krishna Kumar Singh, Zhixin Shu, He Zhang, Jimei Yang, Nanxuan Zhao, Tuanfeng Y. Wang, Simon S. Chen, Ulrich Neumann, Jae Shin Yoon
IEEE Computer Vision and Pattern Recognition ( CVPR) 2025
[PDF]
[Project Page]
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Text2Relight: Creative Portrait Relighting with Text Guidance
Junuk Cha, Mengwei Ren, Krishna Kumar Singh, He Zhang, Yannick Hold-Geoffroy, Seunghyun Yoon, HyunJoon Jung,
{ Jae Shin Yoon*, Seungryul Baek* }
*indicates joint last authors
The Association for the Advancement of Artificial Intelligence ( AAAI) 2025
[PDF]
[Project Page]
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Generative Portrait Shadow Removal
Jae Shin Yoon, Zhixin Shu, Mengwei Ren, Xuaner Zhang, Yannick Hold-Geoffroy, Krishna Kumar Singh, He Zhang
ACM Transactions on Graphics, Vol.43(6) ( TOG), SIGGRAPH Asia 2024
The upsampling module is integrated into Adobe's Photoshop to support perfect identity preservation. [ Link] [2025]
[PDF]
[Project Page]
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High-Fidelity Modeling of Generalizable Wrinkle Deformation
Jingfan Guo, Jae Shin Yoon, Shunsuke Saito, Takaaki Shiratori, Hyun Soo Park
European Conference on Computer Vision ( ECCV) 2024
[PDF]
[Project Page]
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COMPOSE: Comprehensive Portrait Shadow Editing
Andrew Hou, Zhixin Shu, Xuaner Zhang, He Zhang, Yannick Hold-Geoffroy, Jae Shin Yoon, Xiaoming Liu
European Conference on Computer Vision ( ECCV) 2024
[PDF]
[Project Page]
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IntrinsicDiffusion: Joint Intrinsic Layers from Latent Diffusion Models
Jundan Luo, Duygu Ceylan, Jae Shin Yoon, Nanxuan Zhao, Julien Philip, Anna Frühstück, Wenbin Li, Christian Richardt, Tuanfeng Y. Wang
ACM SIGGRAPH 2024
[PDF]
[Project Page]
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Text2HOI: Text-guided 3D Motion Generation for Hand-Object Interaction
Junuk Cha, Jihyeon Kim, { Jae Shin Yoon*, Seungryul Baek* }
*indicates joint last authors
IEEE Computer Vision and Pattern Recognition ( CVPR) 2024
[PDF]
[Project page]
[Code]
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Relightful Harmonization: Lighting-aware Portrait Background Replacement
Mengwei Ren, Wei Xiong, Jae Shin Yoon, Zhixin Shu, Jianming Zhang, HyunJoon Jung, Guido Gerig, He Zhang
IEEE Computer Vision and Pattern Recognition ( CVPR) 2024
Shipped to Adobe's Photoshop for Object-Background harmonization feature. [ Link] [2025]
[PDF]
[Project Page]
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Bidirectional Temporal Diffusion Model for Temporally Consistent Human Animation
Tserendorj Adiya, Jae Shin Yoon, Jungeun Lee, Sanghun Kim, Hwasup Lim
International Conference on Learning Representations ( ICLR) 2024
[PDF]
[Video]
[Project page]
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3D Reconstruction of Interacting Multi-Person in Clothing from a Single Image
Junuk Cha, Hansol Lee, Jaewon Kim, Bao Truong, { *Jae Shin Yoon, *Seungryul Baek }
*indicates joint last authors
IEEE Winter Conference on Applications of Computer Vision ( WACV) 2024
[PDF]
[Project Page]
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Metaverse in the Wild: Modeling, Adapting, and Rendering of 3D Human Avatars from a Single Camera
Jae Shin Yoon
PhD Thesis, Computer Science and Engineering, University of Minnesota 2022
[PDF]
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HUMBI: A Large Multiview Dataset of Human Body Expressions and Benchmark Challenge
Jae Shin Yoon, Zhixuan Yu, Jaesik Park, and Hyun Soo Park
IEEE Transactions on Pattern Analysis and Machine Intelligence ( TPAMI) Journal
[PDF] (Extended version of CVPR 20)
[Dataset Page]
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KAIST Multi-spectral Day/Night Dataset for Autonomous and Assisted Driving
Yukyung Choi, Namil Kim, Soonmin Hwang, Kibaek Park, Jae Shin Yoon, Kyounghwan An, and In So Kweon
Transactions on Intelligent Transportation Systems ( T-ITS)
[PDF] [Project Page]
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Pixel-level Matching for Video Object Segmentation using Convolutional Neural Networks
Jae Shin Yoon, Francois Rameau, Junsik Kim, Seokju Lee, Seunghak Shin, and In So Kweon
IEEE International Conference on Computer Vision ( ICCV) 2017
[PDF]
[Project Page]
[Slide]
[Poster]
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VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition
Seokju Lee, Junsik Km, Jae Shin Yoon, Seunghak Shin, Oleksandr Bailo, Namil Kim, Tae-hee Lee, Hyun Seok Hong, Seung-Hoon Han, In So Kweon
IEEE International Conference on Computer Vision ( ICCV) 2017
[PDF]
[Project Page]
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Robust Road Marking Detection and Recognition Using Density-Based Grouping and Machine Learning Techniques
Oleksandr Bailo, Seokju Lee, Francois Rameau, Jae Shin Yoon, In So Kweon
IEEE Winter Conference on Application and Computer Vision ( WACV) 2017
[PDF]
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Thermal-Infrared based Drivable Region Detection
Jae Shin Yoon, Kibaek Park, Soonmin Hwang, Namil Kim, Yukyung Choi, Francois Rameau and
In So Kweon
IEEE Intelligent Vehicle Symposium ( IV) 2016
[PDF]
[Project Page]
[Dataset]
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All-Day Visual Place Recognition: Benchmark Dataset and Baseline
Yukyung Choi, Namil Kim, Kibak Park, Soonmin Hwang, Jae Shin Yoon,In So Kweon
IEEE Computer Vision and Pattern Recognition Workshop 2015 on Visual Place Recognition in Changing Environments ( CVPR-VPRICE) 2015
[PDF]
[Project Page]
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Low-Cost Synchronization for Multispectral Cameras
Yukyung Choi, Namil Kim, Kibak Park, Soonmin Hwang, Jae Shin Yoon, In So Kweon
IEEE International Conference on Ubiquitous Robots and Ambient Intelligence ( URAI) 2015
[PDF]
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Geometrical calibration of multispectral calibration
Namil Kim, Yukyung Choi, Soonmin Hwang, Kibaek Park, Jae Shin Yoon, In So Kweon
IEEE International Conference on Ubiquitous Robots and Ambient Intelligence
[PDF]
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Technical Report
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