Shallow VAEs with RealNVP Prior can Perform as Well as Deep Hierarchical VAEs

Haowen Xu, Wenxiao Chen, Jinlin Lai, Zhihan Li, Youjian Zhao, Dan Pei. Shallow VAEs with RealNVP Prior can Perform as Well as Deep Hierarchical VAEs. In Haiqin Yang, Kitsuchart Pasupa, Andrew Chi-Sing Leung, James T. Kwok, Jonathan H. Chan, Irwin King, editors, Neural Information Processing - 27th International Conference, ICONIP 2020, Bangkok, Thailand, November 18-22, 2020, Proceedings, Part V. Volume 1333 of Communications in Computer and Information Science, pages 650-659, Springer, 2020. [doi]

Abstract

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