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Atomic structure generation from reconstructing structural fingerprints


Jul 27, 2022
Victor Fung, Shuyi Jia, Jiaxin Zhang, Sirui Bi, Junqi Yin, P. Ganesh

* 16 pages and 9 figures in the main text 

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Marior: Margin Removal and Iterative Content Rectification for Document Dewarping in the Wild


Jul 23, 2022
Jiaxin Zhang, Canjie Luo, Lianwen Jin, Fengjun Guo, Kai Ding

* This paper has been accepted by ACM Multimedia 2022 

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Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage


Mar 29, 2022
Zhuohang Li, Jiaxin Zhang, Luyang Liu, Jian Liu


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Gradient-based Novelty Detection Boosted by Self-supervised Binary Classification


Dec 18, 2021
Jingbo Sun, Li Yang, Jiaxin Zhang, Frank Liu, Mahantesh Halappanavar, Deliang Fan, Yu Cao


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Road-aware Monocular Structure from Motion and Homography Estimation


Dec 16, 2021
Wei Sui, Teng Chen, Jiaxin Zhang, Jiao Lu, Qian Zhang

* 10 pages 

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SPTS: Single-Point Text Spotting


Dec 15, 2021
Dezhi Peng, Xinyu Wang, Yuliang Liu, Jiaxin Zhang, Mingxin Huang, Songxuan Lai, Shenggao Zhu, Jing Li, Dahua Lin, Chunhua Shen, Lianwen Jin


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Simulation Intelligence: Towards a New Generation of Scientific Methods


Dec 06, 2021
Alexander Lavin, Hector Zenil, Brooks Paige, David Krakauer, Justin Gottschlich, Tim Mattson, Anima Anandkumar, Sanjay Choudry, Kamil Rocki, Atılım Güneş Baydin, Carina Prunkl, Brooks Paige, Olexandr Isayev, Erik Peterson, Peter L. McMahon, Jakob Macke, Kyle Cranmer, Jiaxin Zhang, Haruko Wainwright, Adi Hanuka, Manuela Veloso, Samuel Assefa, Stephan Zheng, Avi Pfeffer


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On the Stochastic Stability of Deep Markov Models


Nov 08, 2021
Ján Drgoňa, Sayak Mukherjee, Jiaxin Zhang, Frank Liu, Mahantesh Halappanavar

* 35th Conference on Neural Information Processing Systems (NeurIPS 2021), Sydney, Australia 

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Byzantine-robust Federated Learning through Spatial-temporal Analysis of Local Model Updates


Jul 03, 2021
Zhuohang Li, Luyang Liu, Jiaxin Zhang, Jian Liu


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Inverse design of two-dimensional materials with invertible neural networks


Jun 06, 2021
Victor Fung, Jiaxin Zhang, Guoxiang Hu, P. Ganesh, Bobby G. Sumpter


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