MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks

CVPR 2018 Ariel GordonElad EbanOfir NachumBo ChenHao WuTien-Ju YangEdward Choi

We present MorphNet, an approach to automate the design of neural network structures. MorphNet iteratively shrinks and expands a network, shrinking via a resource-weighted sparsifying regularizer on activations and expanding via a uniform multiplicative factor on all layers... (read more)

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