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Jun, 2023
稀疏化二进制神经网络的二进制域泛化
Binary domain generalization for sparsifying binary neural networks
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Riccardo Schiavone, Francesco Galati, Maria A. Zuluaga
TL;DR
该论文提出了一种新的更一般的二进制域,扩展了标准二进制域,并且更适合剪枝技术,在保证性能的同时提高了压缩率,这种方法与其他修剪策略相结合可以生成高效稀疏网络,并减少内存使用和运行时间延迟。
Abstract
binary neural networks
(BNNs) are an attractive solution for developing and deploying deep neural network (DNN)-based applications in resource constrained devices. Despite their success, BNNs still suffer from a fixed and limited
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