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FAIR AI Models in High Energy Physics


Dec 21, 2022
Javier Duarte, Haoyang Li, Avik Roy, Ruike Zhu, E. A. Huerta, Daniel Diaz, Philip Harris, Raghav Kansal, Daniel S. Katz, Ishaan H. Kavoori, Volodymyr V. Kindratenko, Farouk Mokhtar, Mark S. Neubauer, Sang Eon Park, Melissa Quinnan, Roger Rusack, Zhizhen Zhao

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* 32 pages, 8 figures, 9 tables 

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Initialization and Alignment for Adversarial Texture Optimization


Jul 28, 2022
Xiaoming Zhao, Zhizhen Zhao, Alexander G. Schwing

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* ECCV 2022; Project Page: https://xiaoming-zhao.github.io/projects/advtex_init_align/ 

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Orthogonal Matrix Retrieval with Spatial Consensus for 3D Unknown-View Tomography


Jul 06, 2022
Shuai Huang, Mona Zehni, Ivan Dokmanić, Zhizhen Zhao

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* Keywords: unknown view tomography, single-particle cryo-electron microscopy, method of moments, autocorrelation, spherical harmonics 

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Multi-Frequency Joint Community Detection and Phase Synchronization


Jun 16, 2022
Lingda Wang, Zhizhen Zhao

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* 20 pages, 5 figures 

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A Spectral Method for Joint Community Detection and Orthogonal Group Synchronization


Dec 25, 2021
Yifeng Fan, Yuehaw Khoo, Zhizhen Zhao

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An Adversarial Learning Based Approach for Unknown View Tomographic Reconstruction


Aug 23, 2021
Mona Zehni, Zhizhen Zhao

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A FAIR and AI-ready Higgs Boson Decay Dataset


Aug 04, 2021
Yifan Chen, E. A. Huerta, Javier Duarte, Philip Harris, Daniel S. Katz, Mark S. Neubauer, Daniel Diaz, Farouk Mokhtar, Raghav Kansal, Sang Eon Park, Volodymyr V. Kindratenko, Zhizhen Zhao, Roger Rusack

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* 14 pages, 3 figures. Learn about the FAIR4HEP project at https://fair4hep.github.io 

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Spacetime Neural Network for High Dimensional Quantum Dynamics


Aug 04, 2021
Jiangran Wang, Zhuo Chen, Di Luo, Zhizhen Zhao, Vera Mikyoung Hur, Bryan K. Clark

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Advances in Machine and Deep Learning for Modeling and Real-time Detection of Multi-Messenger Sources


May 13, 2021
E. A. Huerta, Zhizhen Zhao

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* 30 pages, 11 figures. Invited chapter to be published in "Handbook of Gravitational Wave Astronomy" 

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