127 citations · 364 across the 15 of their papers we have counts for
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2021★ 3 cited
Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks
Yonggan Fu, Qixuan Yu, Yang Zhang +4
Deep Neural Networks (DNNs) are known to be vulnerable to adversarial attacks, i.e., an imperceptible perturbation to the input can mislead DNNs trained on clean images into making…
cs.LG2021★ 2 cited
Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators
Yonggan Fu, Yongan Zhang, Yang Zhang +2
While maximizing deep neural networks' (DNNs') acceleration efficiency requires a joint search/design of three different yet highly coupled aspects, including the networks, bitwidt…
cs.LG2016★ 7 cited
Syntactically Informed Text Compression with Recurrent Neural Networks
David Cox
We present a self-contained system for constructing natural language models for use in text compression. Our system improves upon previous neural network based models by utilizing…