MMD-GAN.zip (137.97 kB)

Code for MMD-GAN with repulsive loss function

software

posted on 2019-01-11, 05:48 authored by Wei Wang

This project contains codes for deploying MMD-GAN using the repulsive loss, for the following paper:

Wei Wang, Yuan Sun, Saman Halgamuge. Improving MMD-GAN Training with Repulsive Loss Function. ICLR 2019. URL: https://openreview.net/forum?id=HygjqjR9Km.

For more details, please refer to the paper and Github page.

Funding

Near-unsupervised computational methods for exploring "omic" data

Australian Research Council

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Keywords

Generative Adversarial Networks convolutional neural networks maximum mean discrepancy kernel methods Artificial Intelligence and Image Processing Pattern Recognition and Data Mining

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MIT

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