40 citations · 40 across the 1 of their papers we have counts for
2 papers
cs.NE2020★ 40 cited
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices
Guangli Li, Xiu Ma, Xueying Wang +3
The increasing computational cost of deep neural network models limits the applicability of intelligent applications on resource-constrained edge devices. While a number of neural…
cs.CV2020
LANCE: Efficient Low-Precision Quantized Winograd Convolution for Neural Networks Based on Graphics Processing Units
Guangli Li, Lei Liu, Xueying Wang +2
Accelerating deep convolutional neural networks has become an active topic and sparked an interest in academia and industry. In this paper, we propose an efficient low-precision qu…