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Low-Dose CT Denoising via Sinogram Inner-Structure Transformer


Apr 07, 2022
Liutao Yang, Zhongnian, Li, Rongjun, Ge, Junyong, Zhao, Haipeng, Si, Daoqiang Zhang


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Unsupervised Belief Representation Learning in Polarized Networks with Information-Theoretic Variational Graph Auto-Encoders


Oct 01, 2021
Jinning Li, Huajie Shao, Dachun Sun, Ruijie Wang, Jinyang, Li, Shengzhong, Liu, Hanghang Tong, Tarek Abdelzaher


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Boosting Offline Reinforcement Learning with Residual Generative Modeling


Jun 19, 2021
Hua Wei, Deheng Ye, Zhao Liu, Hao Wu, Bo Yuan, Qiang Fu, Wei Yang, Zhenhui, Li

* Accepted by IJCAI 2021, appendix included, 9 pages, 4 figures, 2 tables 

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Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning


Apr 21, 2021
Haowen Fang, Brady Taylor, Ziru Li, Zaidao Mei, Hai, Li, Qinru Qiu


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Learned Indexes for a Google-scale Disk-based Database


Dec 23, 2020
Hussam Abu-Libdeh, Deniz Altınbüken, Alex Beutel, Ed H. Chi, Lyric Doshi, Tim Kraska, Xiaozhou, Li, Andy Ly, Christopher Olston

* 4 pages, Presented at Workshop on ML for Systems at NeurIPS 2020 

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Hybrid Imitation Learning for Real-Time Service Restoration in Resilient Distribution Systems


Nov 29, 2020
Yichen Zhang, Feng Qiu, Tianqi Hong, Zhaoyu Wang, Fangxing, Li


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Data Troubles in Sentence Level Confidence Estimation for Machine Translation


Oct 26, 2020
Ciprian Chelba, Junpei Zhou, Yuezhang, Li, Hideto Kazawa, Jeff Klingner, Mengmeng Niu


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Riemannian Langevin Algorithm for Solving Semidefinite Programs


Oct 21, 2020
Mufan, Li, Murat A. Erdogdu


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Self-supervised Learning: Generative or Contrastive


Jun 15, 2020
Xiao, Liu, Fanjin, Zhang, Zhenyu, Hou, Zhaoyu, Wang, Li, Mian, Jing, Zhang, Jie, Tang


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Practical Perspectives on Quality Estimation for Machine Translation


May 02, 2020
Junpei Zhou, Ciprian Chelba, Yuezhang, Li


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