About Me
I'm a Research Scientist at Adobe Research. I received my Ph.D. in Computer Science department at Stanford University advised by Leonidas Guibas. My research focuses on 3D deep learning and geometry processing. Previously, I have interned at Google, Adobe Research, and Autodesk Research, and worked as a researcher at Korea Institute of Science and Technology (KIST). I received MS and BS degrees in Computer Science at Korea Advanced Institute of Science and Technology (KAIST).
Publications
Deformation-Aware 3D Shape Embedding and Retrieval
Mikaela Angelina Uy, Jingwei Huang, Minhyuk Sung, Tolga Birdal, Leonidas Guibas
ECCV 2020
arXiv
Mikaela Angelina Uy, Jingwei Huang, Minhyuk Sung, Tolga Birdal, Leonidas Guibas
ECCV 2020
arXiv
Neural Geometric Parser for Single Image Camera Calibration
Jinwoo Lee, Minhyuk Sung, Hyunjoon Lee, Junho Kim
ECCV 2020
arXiv (TBD)
Jinwoo Lee, Minhyuk Sung, Hyunjoon Lee, Junho Kim
ECCV 2020
arXiv (TBD)
Pix2Surf: Learning Parametric 3D Surface Models of Objects from Images
Jiahui Lei, Srinath Sridhar, Paul Guerrero, Minhyuk Sung, Niloy Mitra, Leonidas Guibas
ECCV 2020
arXiv (TBD)
Jiahui Lei, Srinath Sridhar, Paul Guerrero, Minhyuk Sung, Niloy Mitra, Leonidas Guibas
ECCV 2020
arXiv (TBD)
Learning 3D Part Assembly from a Single Image
Yichen Li*, Kaichun Mo*, Lin Shao, Minhyuk Sung, Leonidas Guibas (* equal contribution)
ECCV 2020
arXiv
Yichen Li*, Kaichun Mo*, Lin Shao, Minhyuk Sung, Leonidas Guibas (* equal contribution)
ECCV 2020
arXiv
Learning and Exploring the Compositional Structure of 3D Data
Minhyuk Sung
Dissertation. Stanford University. 2019.
Link
Minhyuk Sung
Dissertation. Stanford University. 2019.
Link
Supervised Fitting of Geometric Primitives to 3D Point Clouds
Lingxiao Li*, Minhyuk Sung*, Anastasia Dubrovina, Li Yi, and Leonidas Guibas (* equal contribution)
CVPR 2019 (Oral)
arXiv | Video | Code
Lingxiao Li*, Minhyuk Sung*, Anastasia Dubrovina, Li Yi, and Leonidas Guibas (* equal contribution)
CVPR 2019 (Oral)
arXiv | Video | Code
GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud
Li Yi, Wang Zhao, He Wang, Minhyuk Sung, and Leonidas Guibas
CVPR 2019
arXiv
Li Yi, Wang Zhao, He Wang, Minhyuk Sung, and Leonidas Guibas
CVPR 2019
arXiv
Learning Fuzzy Set Representations of Partial Shapes on Dual Embedding Spaces
Minhyuk Sung, Anastasia Dubrovina, Vladimir G. Kim, and Leonidas Guibas
SGP 2018 (Symposium on Geometry Processing)
Project | arXiv | PDF | Slides (PPTX) | Code
Minhyuk Sung, Anastasia Dubrovina, Vladimir G. Kim, and Leonidas Guibas
SGP 2018 (Symposium on Geometry Processing)
Project | arXiv | PDF | Slides (PPTX) | Code
ComplementMe: Weakly-Supervised Component Suggestions for 3D Modeling
Featured in an ACM press release: [link1] [link2]
Minhyuk Sung, Hao Su, Vladimir G. Kim, Siddhartha Chaudhuri, and Leonidas Guibas
SIGGRAPH Asia 2017
Project | arXiv | PDF | Slides (PPTX) | Code
Featured in an ACM press release: [link1] [link2]
Minhyuk Sung, Hao Su, Vladimir G. Kim, Siddhartha Chaudhuri, and Leonidas Guibas
SIGGRAPH Asia 2017
Project | arXiv | PDF | Slides (PPTX) | Code
Data-Driven Structural Priors for Shape Completion
Minhyuk Sung, Vladimir G. Kim, Roland Angst, and Leonidas Guibas
SIGGRAPH Asia 2015
Project | PDF | Supplementary | Slides (PPTX) | Code
Minhyuk Sung, Vladimir G. Kim, Roland Angst, and Leonidas Guibas
SIGGRAPH Asia 2015
Project | PDF | Supplementary | Slides (PPTX) | Code
Image Unprojection for 3D Surface Reconstruction: A Triangulation-based Approach
Min-Hyuk Sung, Hwasup Lim, Hyoung-Gon Kim, and Sang Chul Ahn
IEEE International Conference on Image Processing (ICIP) 2013
Link
Min-Hyuk Sung, Hwasup Lim, Hyoung-Gon Kim, and Sang Chul Ahn
IEEE International Conference on Image Processing (ICIP) 2013
Link
A Triangulation-Invariant Method for Anisotropic Geodesic Map Computation on Surface Meshes
Sang Wook Yoo, Joon-Kyung Seong, Min-Hyuk Sung, Sung Yong Shin and Elaine Cohen
IEEE Transactions on Visualization and Computer Graphics (TVCG). 2012
Link
Sang Wook Yoo, Joon-Kyung Seong, Min-Hyuk Sung, Sung Yong Shin and Elaine Cohen
IEEE Transactions on Visualization and Computer Graphics (TVCG). 2012
Link
A Spectral Approach to Shape Matching Using a Heat Kernel Function
Min-Hyuk Sung
M.S. Thesis. Korea Advanced Institute of Science and Technology (KAIST). 2010.
Link
Min-Hyuk Sung
M.S. Thesis. Korea Advanced Institute of Science and Technology (KAIST). 2010.
Link