Add `alpha` argument to `MixUpSoftLabelDataset`
iwiwi opened this issue · comments
Takuya Akiba commented
In the original paper of mixup (https://arxiv.org/pdf/1710.09412.pdf), λ (mix_ratio
in the code) is sampled from Beta(α, α), where α is a hyperparameter. On the other hand, in ChainerCV's MixUpSoftLabelDataset
, mix_ratio
is sampled from uniform distribution (which is the same as α=1 case). It might be more useful if we could specify the value of α.