6 citations · 9 across the 3 of their papers we have counts for
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cs.CV2022★ 3 cited
BiViT: Extremely Compressed Binary Vision Transformer
Yefei He, Zhenyu Lou, Luoming Zhang +4
Model binarization can significantly compress model size, reduce energy consumption, and accelerate inference through efficient bit-wise operations. Although binarizing convolution…
cs.CV2022★ 6 cited
Binarizing by Classification: Is soft function really necessary?
Yefei He, Luoming Zhang, Weijia Wu +1
Binary neural networks leverage function to binarize weights and activations, which require gradient estimators to overcome its non-differentiability and will inevi…