Research Statement3D deep learning, geometry processing, graphics, and vision.
Recent Publications
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} }
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} }
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} }
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} }
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} }
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} }
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} }
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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