189 citations · 359 across the 29 of their papers we have counts for
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cs.LG2021★ 3 cited
Thoughts on the Consistency between Ricci Flow and Neural Network Behavior
Jun Chen, Tianxin Huang, Wenzhou Chen +1
The Ricci flow is a partial differential equation for evolving the metric in a Riemannian manifold to make it more regular. On the other hand, neural networks seem to have similar…
cs.LG2020★ 34 cited
A Learning Framework for n-bit Quantized Neural Networks toward FPGAs
Jun Chen, Liang Liu, Yong Liu +1
The quantized neural network (QNN) is an efficient approach for network compression and can be widely used in the implementation of FPGAs. This paper proposes a novel learning fram…