85 citations · 226 across the 15 of their papers we have counts for
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cs.CV2021★ 4 cited
Manifold Regularized Dynamic Network Pruning
Yehui Tang, Yunhe Wang, Yixing Xu +4
Neural network pruning is an essential approach for reducing the computational complexity of deep models so that they can be well deployed on resource-limited devices. Compared wit…
cs.CV2021★ 9 cited
Learning Frequency Domain Approximation for Binary Neural Networks
Yixing Xu, Kai Han, Chang Xu +3
Binary neural networks (BNNs) represent original full-precision weights and activations into 1-bit with sign function. Since the gradient of the conventional sign function is almos…