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08/17/2022
Restructurable Activation Networks
Is it possible to restructure the non-linear activation functions in a d...
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08/03/2021
Armour: Generalizable Compact Self-Attention for Vision Transformers
Attention-based transformer networks have demonstrated promising potenti...
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03/17/2021
Collapsible Linear Blocks for Super-Efficient Super Resolution
With the advent of smart devices that support 4K and 8K resolution, Sing...
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01/07/2019
Efficient Winograd Convolution via Integer Arithmetic
Convolution is the core operation for many deep neural networks. The Win...
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09/05/2016
Automatic Library Generation for Modular Polynomial Multiplication
Polynomial multiplication is a key algorithm underlying computer algebra...
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09/04/2016