8 citations · 8 across the 1 of their papers we have counts for
2 papers
cs.CV2021
Efficient Action Recognition Using Confidence Distillation
Shervin Manzuri Shalmani, Fei Chiang, Rong Zheng
Modern neural networks are powerful predictive models. However, when it comes to recognizing that they may be wrong about their predictions, they perform poorly. For example, for o…
cs.LG2020★ 8 cited
CacheNet: A Model Caching Framework for Deep Learning Inference on the Edge
Yihao Fang, Shervin Manzuri Shalmani, Rong Zheng
The success of deep neural networks (DNN) in machine perception applications such as image classification and speech recognition comes at the cost of high computation and storage c…