How Does Parameter Pruning Reshape DNN Representations? An Interaction-Driven Exploration
The high sensitivity of DNN performance to the pruning of certain modules is attributed to whether the pruning operation removes generalizable low-order interaction patterns.
Fang Li, Jun-Peng Zhang, Qihan Ren et al.
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