Search Results for author: Mingjie Zhou

Found 2 papers, 0 papers with code

HessianFR: An Efficient Hessian-based Follow-the-Ridge Algorithm for Minimax Optimization

no code implementations23 May 2022 Yihang Gao, Huafeng Liu, Michael K. Ng, Mingjie Zhou

Wide applications of differentiable two-player sequential games (e. g., image generation by GANs) have raised much interest and attention of researchers to study efficient and fast algorithms.

Image Generation

Approximation for Probability Distributions by Wasserstein GAN

no code implementations18 Mar 2021 Yihang Gao, Michael K. Ng, Mingjie Zhou

According to our theoretical results, WGAN has higher requirement for the capacity of discriminators than that of generators, which is consistent with some existing theories.

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