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Do ResNets Route? Sparse Interaction Experts in Residual Networks

Yan, Liang et al.
arXiv (All) · Papers
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machine-learning
Residual networks execute every block for every input, yet their functional contributions need not be input independent. We formulate a trained ResNet as a set function over binary residual-branch masks and apply Möbius inversion to decompose its output exactly into individual residual corrections a
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