Open AkiraTOSEI opened 3 years ago
paper proposes MADAO, data augmentation method that uses the outer loop to increase the validation score like a meta-learning. Because it is not possible to differentiate categorical distribution, they use Gumbel softmax.
https://arxiv.org/abs/2006.07965
TL;DR
paper proposes MADAO, data augmentation method that uses the outer loop to increase the validation score like a meta-learning. Because it is not possible to differentiate categorical distribution, they use Gumbel softmax.![image](https://user-images.githubusercontent.com/24524018/92562342-c74b7b00-f2b0-11ea-8cc2-21eaf50cf31b.png)
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https://arxiv.org/abs/2006.07965
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