Comments (1)
@Seojii
We didn't try CutMix+DropBlock
so it is hard to say it would work well or not before we observe the results.
But with my experience of using CutMix+Cutout
, which is somewhat similar to CutMix+DropBlock
, the performance was not better than using CutMix
.
My conjecture is that Cutout
or Dropblock
are kinds of regional dropout and CutMix
implicitly includes the regional dropout concept, therefore, those kinds of combinations would be not much effective.
from cutmix-pytorch.
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from cutmix-pytorch.