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Learning Spatio-Temporal Downsampling for Effective Video Upscaling


Mar 15, 2022
Xiaoyu Xiang, Yapeng Tian, Vijay Rengarajan, Lucas Young, Bo Zhu, Rakesh Ranjan

* Main paper: 13 pages, 8 figures; appendix: 8 pages, 10 figures 

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On Real-time Image Reconstruction with Neural Networks for MRI-guided Radiotherapy


Feb 10, 2022
David E. J. Waddington, Nicholas Hindley, Neha Koonjoo, Christopher Chiu, Tess Reynolds, Paul Z. Y. Liu, Bo Zhu, Danyal Bhutto, Chiara Paganelli, Paul J. Keall, Matthew S. Rosen

* 11 pages, 6 figures, 1 table 

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Nonseparable Symplectic Neural Networks


Oct 23, 2020
Shiying Xiong, Yunjin Tong, Xingzhe He, Cheng Yang, Shuqi Yang, Bo Zhu

* Submitted to ICLR2021 

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Soft Multicopter Control using Neural Dynamics Identification


Sep 02, 2020
Yitong Deng, Yaorui Zhang, Xingzhe He, Shuqi Yang, Yunjin Tong, Michael Zhang, Daniel DiPietro, Bo Zhu


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Learning Physical Constraints with Neural Projections


Jun 23, 2020
Shuqi Yang, Xingzhe He, Bo Zhu


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Sparse Symplectically Integrated Neural Networks


Jun 10, 2020
Daniel M. DiPietro, Shiying Xiong, Bo Zhu

* Submitted to NeurIPS 2020 

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RoeNets: Predicting Discontinuity of Hyperbolic Systems from Continuous Data


Jun 07, 2020
Shiying Xiong, Xingzhe He, Yunjin Tong, Runze Liu, Bo Zhu


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Neural Vortex Method: from Finite Lagrangian Particles to Infinite Dimensional Eulerian Dynamics


Jun 07, 2020
Shiying Xiong, Xingzhe He, Yunjin Tong, Bo Zhu


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Symplectic Neural Networks in Taylor Series Form for Hamiltonian Systems


May 13, 2020
Yunjin Tong, Shiying Xiong, Xingzhe He, Guanghan Pan, Bo Zhu


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AdvectiveNet: An Eulerian-Lagrangian Fluidic reservoir for Point Cloud Processing


Feb 24, 2020
Xingzhe He, Helen Lu Cao, Bo Zhu

* ICLR 2020 

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PuzzleFlex: kinematic motion of chains with loose joints


Jun 20, 2019
Samuel Lensgraf, Karim Itani, Yinan Zhang, Zezhou Sun, Yijia Wu, Alberto Quattrini Li, Bo Zhu, Emily Whiting, Weifu Wang, Devin Balkcom


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MR fingerprinting Deep RecOnstruction NEtwork (DRONE)


Apr 24, 2018
Ouri Cohen, Bo Zhu, Matthew S. Rosen

* 21 pages, 7 figures 

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Image reconstruction by domain transform manifold learning


Apr 28, 2017
Bo Zhu, Jeremiah Z. Liu, Bruce R. Rosen, Matthew S. Rosen

* 18 pages, 4 figures 

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