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Picture for Siyang Yuan

Imputation-Free Learning from Incomplete Observations


Jul 05, 2021
Qitong Gao, Dong Wang, Joshua D. Amason, Siyang Yuan, Chenyang Tao, Ricardo Henao, Majda Hadziahmetovic, Lawrence Carin, Miroslav Pajic


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Improving Zero-shot Voice Style Transfer via Disentangled Representation Learning


Mar 17, 2021
Siyang Yuan, Pengyu Cheng, Ruiyi Zhang, Weituo Hao, Zhe Gan, Lawrence Carin

* To appear in ICLR 2021 

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FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders


Mar 11, 2021
Pengyu Cheng, Weituo Hao, Siyang Yuan, Shijing Si, Lawrence Carin

* Accepted by the 9th International Conference on Learning Representations (ICLR 2021) 

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Weakly supervised cross-domain alignment with optimal transport


Aug 14, 2020
Siyang Yuan, Ke Bai, Liqun Chen, Yizhe Zhang, Chenyang Tao, Chunyuan Li, Guoyin Wang, Ricardo Henao, Lawrence Carin

* Accepted to BMVC 2020 (Oral) 

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Syntax-Infused Variational Autoencoder for Text Generation


Jun 05, 2019
Xinyuan Zhang, Yi Yang, Siyang Yuan, Dinghan Shen, Lawrence Carin

* Accepted by ACL 2019 

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