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cs.LG2022★ 10 cited
Understanding Time Variations of DNN Inference in Autonomous Driving
Liangkai Liu, Yanzhi Wang, Weisong Shi
Deep neural networks (DNNs) are widely used in autonomous driving due to their high accuracy for perception, decision, and control. In safety-critical systems like autonomous drivi…
cs.LG2021
Learning Pruned Structure and Weights Simultaneously from Scratch: an Attention based Approach
Qisheng He, Weisong Shi, Ming Dong
As a deep learning model typically contains millions of trainable weights, there has been a growing demand for a more efficient network structure with reduced storage space and imp…