Search Results for author: Yunkai Zhang

Found 5 papers, 2 papers with code

Continuous Conditional Generative Adversarial Networks (cGAN) with Generator Regularization

no code implementations27 Mar 2021 Yufeng Zheng, Yunkai Zhang, Zeyu Zheng

To partially alleviate this difficulty, we propose a simple generator regularization term on the GAN generator loss in the form of Lipschitz penalty.

TabFact: A Large-scale Dataset for Table-based Fact Verification

1 code implementation ICLR 2020 Wenhu Chen, Hongmin Wang, Jianshu Chen, Yunkai Zhang, Hong Wang, Shiyang Li, Xiyou Zhou, William Yang Wang

To this end, we construct a large-scale dataset called TabFact with 16k Wikipedia tables as the evidence for 118k human-annotated natural language statements, which are labeled as either ENTAILED or REFUTED.

Fact Checking Fact Verification +3

Exploration of Numerical Precision in Deep Neural Networks

no code implementations3 May 2018 Zhaoqi Li, Yu Ma, Catalina Vajiac, Yunkai Zhang

Reduced numerical precision is a common technique to reduce computational cost in many Deep Neural Networks (DNNs).

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