A companion 'ghost' network built from inter-layer activation correlations is pruned and its mask is mapped back to the original network, with small accuracy gains on some synthetic distribution shifts but with a flawed theoretical explanation.
A winning hand: Compress- ing deep networks can improve out-of-distribution robust- ness
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Ghost-Connect Net: A Generalization-Enhanced Guidance For Sparse Deep Networks Under Distribution Shifts
A companion 'ghost' network built from inter-layer activation correlations is pruned and its mask is mapped back to the original network, with small accuracy gains on some synthetic distribution shifts but with a flawed theoretical explanation.