Siyan Liu

KuiLeiXi: a Chinese Open-Ended Text Adventure Game

2021

Yadong Xi, Xiaoxi Mao, Le Li, Lei Lin, Yanjiang Chen, Shuhan Yang, Xuhan Chen, Kailun Tao, Zhi Li, Gongzheng Li, Lin Jiang, Siyan Liu, Zeng Zhao, Minlie Huang, Changjie Fan, Zhipeng Hu. Proceedings of the …

PI3NN: Out-of-distribution-aware prediction intervals from three neural networks

2021 · arXiv (Cornell University)

We propose a novel prediction interval (PI) method for uncertainty quantification, which addresses three major issues with the state-of-the-art PI methods. First, existing PI methods require retraining of neural networks (NNs) for every given confidence …