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03/22/2023
EBSR: Enhanced Binary Neural Network for Image Super-Resolution
While the performance of deep convolutional neural networks for image su...
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11/29/2021
Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation
The nonuniform quantization strategy for compressing neural networks usu...
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11/09/2021
Sliced Recursive Transformer
We present a neat yet effective recursive operation on vision transforme...
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07/04/2020
Weight-dependent Gates for Network Pruning
In this paper, we propose a simple and effective network pruning framewo...
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05/18/2020
Joint Multi-Dimension Pruning
We present joint multi-dimension pruning (named as JointPruning), a new ...
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03/31/2019
