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Training GANs with centripetal acceleration

Peng, W; Dai, YH; Zhang, H; Cheng, LZ

Dai, YH (corresponding author), Chinese Acad Sci, LSEC, ICMSEC, Acad Math & Syst Sci, Beijing 100190, Peoples R China.; Dai, YH (corresponding author), Univ Chinese Acad Sci, Sch Math Sci, Beijing 100049, Peoples R China.

OPTIMIZATION METHODS & SOFTWARE, 2020; 35 (5): 955

Abstract

Training generative adversarial networks (GANs) often suffers from cyclic behaviours of iterates. Based on a simple intuition that the direction of ce......

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