preetum

3 ms·

1. 1.▲
   by preetum 6y ago

   We have ImageNet experiments in Section 4 of the full paper: https://arxiv.org/abs/2010.08127
2. 2.▲
   by preetum 6y ago

   This 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
3. 3.▲
   by preetum 6y ago

   Note that we also have ImageNet experiments, with entirely real data (non-synthetic). See Section 4, and in particular Figure 3 of the full paper: https://arxiv.org/abs/2010.08127 To clarify some other comments on this
4. 4.▲
   by preetum 7y ago

   Oh yes, absolutely. We only make claims for "natural distributions and models" (^). It's almost certainly possible to break this by pathological choice of a data distribution or model/initialization/optimization sch
5. 5.▲
   by preetum 7y ago

   Hi, we define the interpolation threshold in Section 2 of the full paper ( https://arxiv.org/abs/1912.02292 ) as the point when the "Effective Model Complexity" = # of train samples. Where the "Effective M