1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.CV2022★ 1 cited
UWC: Unit-wise Calibration Towards Rapid Network Compression
Chen Lin, Zheyang Li, Bo Peng +4
This paper introduces a post-training quantization~(PTQ) method achieving highly efficient Convolutional Neural Network~ (CNN) quantization with high performance. Previous PTQ meth…
cs.CV2018
Extreme Network Compression via Filter Group Approximation
Bo Peng, Wenming Tan, Zheyang Li +3
In this paper we propose a novel decomposition method based on filter group approximation, which can significantly reduce the redundancy of deep convolutional neural networks (CNNs…