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Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning

Oct 05, 2020
Xiaoxiao Guo, Mo Yu, Yupeng Gao, Chuang Gan, Murray Campbell, Shiyu Chang

* Accepted to EMNLP 2020 

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The Fashion IQ Dataset: Retrieving Images by Combining Side Information and Relative Natural Language Feedback

May 30, 2019
Xiaoxiao Guo, Hui Wu, Yupeng Gao, Steven Rennie, Rogerio Feris

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Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification Models

Aug 05, 2018
Dong Su, Huan Zhang, Hongge Chen, Jinfeng Yi, Pin-Yu Chen, Yupeng Gao

* Accepted by the European Conference on Computer Vision (ECCV) 2018 

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Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach

Jan 31, 2018
Tsui-Wei Weng, Huan Zhang, Pin-Yu Chen, Jinfeng Yi, Dong Su, Yupeng Gao, Cho-Jui Hsieh, Luca Daniel

* Accepted by Sixth International Conference on Learning Representations (ICLR 2018). Tsui-Wei Weng and Huan Zhang contributed equally 

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