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The real comparison would have been between Cifar-10 (or Imagenet) and a downsampled version there of, not upsampled, and I actually know for sure that this har
by ersiees 6y ago
The real comparison would have been between Cifar-10 (or Imagenet) and a downsampled version there of, not upsampled, and I actually know for sure that this harms performance.. So this ideal world and real world training are definitely not the same!
- preetum 6y agoThis is the exact comparison we make in the paper. We have subsampled ImageNet experiments as well; see Figure 3 in the full paper: https://arxiv.org/abs/2010.08127 https://arxiv.org/abs/2010.08127