SqueezeNet
文章标题：SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size 作者： 发表时间：(ICLR 2016) SqueezeNext 文章标题：SqueezeNext: Hardware-Aware …
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轻量级网络
带有 轻量级网络 标签的 8 篇文章。
ShuffleNet
V1 文章标题：Shufflenet: An extremely efficient convolutional neural network for mobile devices 作者：Xiangyu Zhang，Xinyu Zhou，Mengxiao Lin ，Jian Sun ，Megvii Inc …
Re-Parameterization
ACNet 文章标题：ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks 作者：Xiaohan Ding, Yuchen Guo, Guiguang Ding, Jungong Han …
NAS
MnasNet 文章标题：MnasNet: Platform-Aware Neural Architecture Search for Mobile 作者：Mingxing Tan, Bo Chen, Ruoming Pang, Vijay Vasudevan, Mark Sandler, Andrew Howard, …
MobileNet
V1 文章标题：MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications 作者：Andrew G. Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, …
LCNet
PP- 文章标题：PP-LCNet: A Lightweight CPU Convolutional Neural Network 作者：Cheng Cui, Tingquan Gao, Shengyu Wei, Yuning Du, Ruoyu Guo, Shuilong Dong, Bin Lu, Ying …
GhostNet
文章标题：GhostNet: More Features from Cheap Operations 作者：Kai Han, Yunhe Wang, Qi Tian, Jianyuan Guo, Chunjing Xu, Chang Xu 发表时间：(CVPR 2020) 官方源码 GhostNets 文章标 …
Distilling Knowledge
文章标题：Distilling the knowledge in a neural network 作者：Hinton G, Vinyals O, Dean J. 发表时间：(NIPS 2014) Distillation $$ q_i = \frac{exp(z_i/T)}{\sum _j exp(z_j/T)} …