[CNN] Use shallow network to triage samples that lead to shallow features

Apr 19, 2021

To prevent CNNs learning shallow features, use a shallow network to find samples that can be accurately classified, then train the full deep network more with the hard samples that cannot be classified easily with the shallow network.

ARXIV.ORG

A Too-Good-to-be-True Prior to Reduce Shortcut Reliance

https://arxiv.org/abs/2102.06406v1

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