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pytorch-IBGAN

A pytorch implementation of Information Bottleneck GAN
Original paper can be find here: https://openreview.net/forum?id=ryljV2A5KX

Training

  • run 'python main.py', for now, please see in the code for variables to adjust different training configurations

TODO

-[] add argparser for easier configeration
-[] validate the MSE loss term on z and z_hat, as not directly stated in paper but showed in fig-1
-[] run on celebA dataset and demo qualitative results

Acknowledgement

@misc{ jeon2019ibgan, title={{IB}-{GAN}: Disentangled Representation Learning with Information Bottleneck {GAN}}, author={Insu Jeon and Wonkwang Lee and Gunhee Kim}, year={2019}, url={https://openreview.net/forum?id=ryljV2A5KX}, }

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A pytorch implementation of Information Bottleneck GAN

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