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Pierre Wolinski, Guillaume Charpiat, Yann Ollivier

Public reference bibliography and cataloged PDF materials authored or published by Pierre Wolinski, Guillaume Charpiat, Yann Ollivier.

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Asymmetrical Scaling Layers for Stable Network Pruning

Year: 2020 • Source: hal.science • Listed PDF

We propose a new training setup, called ScaLa, and a new pruning algorithm based on it, called ScaLP. The new training setup ScaLa is designed to make standard Stochastic Gradient Descent resilient to layer width changes...