77 citations · 108 across the 7 of their papers we have counts for
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cs.CV2019★ 77 cited
Deep Neural Network Approximation for Custom Hardware: Where We've Been, Where We're Going
Erwei Wang, James J. Davis, Ruizhe Zhao +5
Deep neural networks have proven to be particularly effective in visual and audio recognition tasks. Existing models tend to be computationally expensive and memory intensive, howe…
cs.CV2018
Efficient Structured Pruning and Architecture Searching for Group Convolution
Ruizhe Zhao, Wayne Luk
Efficient inference of Convolutional Neural Networks is a thriving topic recently. It is desirable to achieve the maximal test accuracy under given inference budget constraints whe…
cs.CV2018★ 3 cited
Towards Efficient Convolutional Neural Network for Domain-Specific Applications on FPGA
Ruizhe Zhao, Ho-Cheung Ng, Wayne Luk +1
FPGA becomes a popular technology for implementing Convolutional Neural Network (CNN) in recent years. Most CNN applications on FPGA are domain-specific, e.g., detecting objects fr…