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Learnability and Complexity of Quantum Samples


Oct 22, 2020
Murphy Yuezhen Niu, Andrew M. Dai, Li Li, Augustus Odena, Zhengli Zhao, Vadim Smelyanskyi, Hartmut Neven, Sergio Boixo


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Image Augmentations for GAN Training


Jun 04, 2020
Zhengli Zhao, Zizhao Zhang, Ting Chen, Sameer Singh, Han Zhang


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Improved Consistency Regularization for GANs


Feb 11, 2020
Zhengli Zhao, Sameer Singh, Honglak Lee, Zizhao Zhang, Augustus Odena, Han Zhang

* Augustus Odena and Han Zhang contributed equally 

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Improving Differentially Private Models with Active Learning


Oct 02, 2019
Zhengli Zhao, Nicolas Papernot, Sameer Singh, Neoklis Polyzotis, Augustus Odena


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Generating Natural Adversarial Examples


Feb 23, 2018
Zhengli Zhao, Dheeru Dua, Sameer Singh

* Published as a conference paper at the International Conference on Learning Representations (ICLR) 2018 

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