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09/20/2021
GhostShiftAddNet: More Features from Energy-Efficient Operations
Deep convolutional neural networks (CNNs) are computationally and memory...
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07/17/2021
Dynamic Transformer for Efficient Machine Translation on Embedded Devices
The Transformer architecture is widely used for machine translation task...
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05/08/2021
Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms
Mobile and embedded platforms are increasingly required to efficiently e...
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02/19/2021
A Variance Controlled Stochastic Method with Biased Estimation for Faster Non-convex Optimization
In this paper, we proposed a new technique, variance controlled stochast...
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05/13/2019