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Yang Guo
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A geometric understanding of deep learning
N Lei, D An, Y Guo, K Su, S Liu, Z Luo, ST Yau, X Gu
Engineering 6 (3), 361-374, 2020
1482020
Topology optimization of conformal structures on manifolds using extended level set methods (X-LSM) and conformal geometry theory
Q Ye, Y Guo, S Chen, N Lei, XD Gu
Computer Methods in Applied Mechanics and Engineering 344, 164-185, 2019
562019
AE-OT: A new generative model based on extended semi-discrete optimal transport
D An, Y Guo, N Lei, Z Luo, ST Yau, X Gu
ICLR 2020, 2019
462019
Mode collapse and regularity of optimal transportation maps
Y Guo, D An, X Qi, Z Luo, ST Yau, X Gu
arXiv preprint arXiv:1902.02934, 2019
342019
Concurrent optimization of structural topology and infill properties with a CBF-based level set method
L Jiang, Y Guo, S Chen, P Wei, N Lei, XD Gu
Frontiers of Mechanical Engineering 14, 171-189, 2019
292019
AE-OT-GAN: Training GANs from data specific latent distribution
D An, Y Guo, M Zhang, X Qi, N Lei, X Gu
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
262020
Kehua Su, Shixia Liu, Zhongxuan Luo, Shing-Tung Yau, and Xianfeng Gu
N Lei, D An, Y Guo
A geometric understanding of deep learning. Engineering 6 (3), 361-374, 2020
252020
Topology optimization of conformal structures using extended level set methods and conformal geometry theory
Q Ye, Y Guo, S Chen, XD Gu, N Lei
International Design Engineering Technical Conferences and Computers and …, 2018
102018
Computational generation and conformal fabrication of woven fabric structures by harmonic foliation
Y Guo, Q Ye, X Zheng, S Chen, N Lei, Y Zhang, DX Gu
Computer methods in applied mechanics and engineering 363, 112874, 2020
72020
Latent space optimal transport for generative models
H Liu, Y Guo, N Lei, Z Shu, ST Yau, D Samaras, X Gu
arXiv preprint arXiv:1809.05964, 2018
42018
The singularity set of optimal transportation maps
Z Luo, W Chen, N Lei, Y Guo, T Zhao, J Liu, X Gu
Computational Mathematics and Mathematical Physics 62 (8), 1313-1330, 2022
2022
Cortical Surface Shape Analysis Based on Alexandrov Polyhedra
M Zhang, Y Guo, N Lei, Z Zhao, J Wu, X Xu, Y Wang, X Gu
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
2021
Modeling the Space of Point Landmark Constrained Diffeomorphisms
C Wen, Y Guo, X Gu
European Conference on Computer Vision, 357-373, 2020
2020
AE-OT: A New Generative Framework Based on Optimal Transport
D An, Y Guo, X Qi, N Lei, Z Luo, ST Yau, X Gu
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