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Variable selection with missing data in both covariates and outcomes: Imputation and machine learning

Apr 06, 2021
Liangyuan Hu, Jung-Yi Joyce Lin, Jiayi Ji

* 25 pages, 14 figures, 4 tables 

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Dual-Level Collaborative Transformer for Image Captioning

Jan 16, 2021
Yunpeng Luo, Jiayi Ji, Xiaoshuai Sun, Liujuan Cao, Yongjian Wu, Feiyue Huang, Chia-Wen Lin, Rongrong Ji

* AAAI 2021 

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Improving Image Captioning by Leveraging Intra- and Inter-layer Global Representation in Transformer Network

Dec 13, 2020
Jiayi Ji, Yunpeng Luo, Xiaoshuai Sun, Fuhai Chen, Gen Luo, Yongjian Wu, Yue Gao, Rongrong Ji

* Accepted at AAAI 2021 (preprint version) 

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Estimating Heterogeneous Survival Treatment Effect via Machine/Deep Learning Methods in Observational Studies

Aug 17, 2020
Liangyuan Hu, Jiayi Ji, Fan Li

* 24 pages, 3 figures, 2 tables 

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Semantic-aware Image Deblurring

Oct 09, 2019
Fuhai Chen, Rongrong Ji, Chengpeng Dai, Xiaoshuai Sun, Chia-Wen Lin, Jiayi Ji, Baochang Zhang, Feiyue Huang, Liujuan Cao

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