activity
20202022
most citedCAP-RAM: A Charge-Domain In-Memory Computing 6T-SRAM for Accurate and Precision-Programmable CNN Inference

133 citations · 344 across the 9 of their papers we have counts for

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2 papers · 1 filter

cs.LG2021

Training BatchNorm Only in Neural Architecture Search and Beyond

Yichen Zhu, Jie Du, Yuqin Zhu +4

This work investigates the usage of batch normalization in neural architecture search (NAS). Specifically, Frankle et al. find that training BatchNorm only can achieve nontrivial p…

cs.LG2020★ 5 cited

NPAS: A Compiler-aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration

Zhengang Li, Geng Yuan, Wei Niu +13

With the increasing demand to efficiently deploy DNNs on mobile edge devices, it becomes much more important to reduce unnecessary computation and increase the execution speed. Pri…