297 citations · 320 across the 4 of their papers we have counts for
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cs.LG2021★ 21 cited
Structured Model Pruning of Convolutional Networks on Tensor Processing Units
Kongtao Chen, Ken Franko, Ruoxin Sang
The deployment of convolutional neural networks is often hindered by high computational and storage requirements. Structured model pruning is a promising approach to alleviate thes…
cs.LG2020★ 2 cited
Ranking Neural Checkpoints
Yandong Li, Xuhui Jia, Ruoxin Sang +4
This paper is concerned with ranking many pre-trained deep neural networks (DNNs), called checkpoints, for the transfer learning to a downstream task. Thanks to the broad use of DN…