Minhyuk Sung

Recent Alum

Email: mhsung@cs.stanford.edu
Website: http://cs.stanford.edu/~mhsung/

Research Statement

3D deep learning, geometry processing, graphics, and vision.

Recent Publications

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Mikaela Angelina Uy, Vladimir G. Kim, Minhyuk Sung, Noam Aigerman, Siddhartha Chaudhuri and Leonidas J. Guibas. Joint Learning of 3D Shape Retrieval and Deformation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021
@inproceedings{uy-joint-cvpr21,
      title = {Joint Learning of 3D Shape Retrieval and Deformation},
      author = {Mikaela Angelina Uy and Vladimir G. Kim and Minhyuk Sung and Noam Aigerman and Siddhartha Chaudhuri and Leonidas Guibas},
      booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
      year = {2021}
  }
Teaser Image
Mikaela Angelina Uy, Jingwei Huang, Minhyuk Sung, Tolga Birdal and Leonidas J. Guibas, Deformation-Aware 3D Model Embedding and Retrieval, European Conference on Computer Vision (ECCV) 2020
@inproceedings{uy-deformawareretrieval-eccv20,
      title = {Deformation-Aware 3D Model Embedding and Retrival},
      author = {Mikaela Angelina Uy and Jingwei Huang and Minhyuk Sung and Tolga Birdal and Leonidas Guibas},
      booktitle = {European Conference on Computer Vision (ECCV)},
      year = {2020}
  }
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Lingxiao Li*, Minhyuk Sung*, Anastasia Dubrovina, Li Yi, and Leonidas Guibas, Supervised Fitting of Geometric Primitives to 3D Point Clouds, CVPR 2019 (Oral) (* equal contribution)
@incollection{li2019spfn,
title = {Supervised Fitting of Geometric Primitives to 3D Point Clouds},
author = {Li, Lingxiao and Sung, Minhyuk and Dubrovina, Anastasia and Yi, Li and Guibas, Leonidas},
booktitle = {CVPR},
year = {2019}
}
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L. Yi, W. Zhao, H. Wang, M. Sung, L. Guibas, GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2019
@article{yzwsg-ggspn3ispc-19,
  title={GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud},
  author={Yi, Li and Zhao, Wang and Wang, He and Sung, Minhyuk and Guibas, Leonidas},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year={2019}
}
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Minhyuk Sung, Hao Su, Ronald Yu, and Leonidas Guibas, Deep Functional Dictionaries: Learning Consistent Semantic Structures on 3D Models from Functions, NeurIPS 2018
@incollection{sung2018deepfunctionaldictionaries,
title = {Deep Functional Dictionaries: Learning Consistent Semantic Structures on 3D Models from Functions},
author = {Sung, Minhyuk and Su, Hao and Yu, Ronald and Guibas, Leonidas},
booktitle = {NeurIPS},
year = {2018}
}
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Minhyuk Sung, Anastasia Dubrovina, Vladimir G. Kim, and Leonidas Guibas, Learning Fuzzy Set Representations of Partial Shapes on Dual Embedding Spaces, SGP 2018 (Symposium on Geometry Processing)
@article{sung2018fuzzysetdual,
title = {Learning Fuzzy Set Representations of Partial Shapes on Dual Embedding Spaces},
author = {Sung, Minhyuk and Dubrovina, Anastasia, and Kim, Vladimir G. and Guibas, Leonidas},
Journal = {Computer Graphics Forum (Proc. of Symposium on Geometry Processing (SGP))},
year = {2018}
}
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Minhyuk Sung, Hao Su, Vladimir G. Kim, Siddhartha Chaudhuri, and Leonidas Guibas, ComplementMe: Weakly-Supervised Component Suggestions for 3D Modeling, SIGGRAPH Asia 2017.
@article{sung2017componentassembly, 
title={ComplementMe: Weakly-Supervised Component Suggestions for 3D Modeling},
author={Sung, Minhyuk and Su, Hao and Kim, Vladimir G. and Chaudhuri, Siddhartha and Guibas, Leonidas},
journal = {ACM Transactions on Graphics (TOG)},
publisher = {ACM},
year = {2017}
}
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Minhyuk Sung, Vladimir G. Kim, Roland Angst, and Leonidas Guibas, Data-driven Structural Priors for Shape Completion, SIGGRAPH Asia 2015
@article{sung2015structurecompletion,
title={Data-driven Structural Priors for Shape Completion},
author={Sung, Minhyuk and Kim, Vladimir G. and Angst, Roland and Guibas, Leonidas},
journal = {ACM Transactions on Graphics (TOG)},
publisher = {ACM},
year = {2015}
}
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