negative_momentum_for_improved_game_dynamics's Introduction

Code base for the paper "Negative Momentum for Improved Game Dynamics"

Link to arxiv: https://arxiv.org/abs/1807.04740

If you use this code please cite us:

@inproceedings{gidel2019negative,
  title={Negative momentum for improved game dynamics},
  author={Gidel, Gauthier and Hemmat, Reyhane Askari and Pezeshki, Mohammad and Le Priol, Remi and Huang, Gabriel and Lacoste-Julien, Simon and Mitliagkas, Ioannis},
  booktitle={The 22nd International Conference on Artificial Intelligence and Statistics},
  pages={1802--1811},
  year={2019}
}

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negative_momentum_for_improved_game_dynamics's Issues

In gan_cifar10.py, why use negative Adam optimizer instead of negative SGD?

how to use the toy?

is there has some introduction on how to train toy_data?

Hyperparameter set in gan_cifar10.py

Hello, I read your paper: negative_momentum_for_improved_game_dynamics; I found the picture of clfar10 generated by gan is really awesome, so I would like to ask the hyperparameters set by your team. Could you tell me about them? Thank you very much!

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