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Filter-based deep-compression with global average pooling for convolutional networks

https://doi.org/10.1016/j.sysarc.2019.02.008
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5/5 checkable references clean · checked 2026-08-11

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

20 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 5 checked references that resolve
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Hierarchical Compression of Deep Convolutional Neural Networks on Large Scale Visual Recognition for Mobile Applications
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ThiNet: Pruning CNN Filters for a Thinner Net
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Deep Neural Network Compression With Single and Multiple Level Quantization
resolves10.1007/s11263-015-0816-y
ImageNet Large Scale Visual Recognition Challenge
resolves10.1109/ICCV.2017.541
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression
The 20 references without a DOI — listed, not checked
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no DOI — not checkedVlfeat: An open and portable library of computer vision algorithms
no DOI — not checkedCaffe: Convolutional architecture for fast feature embedding
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no DOI — not checkedH. Hu, R. Peng, Y.-W. Tai, C.-K. Tang, Network trimming: a data-driven neuron pruning approach towards efficient deep architectures, arXiv:1607.03250 (2016).
no DOI — not checkedEfficient and accurate approximations of nonlinear convolutional networks
no DOI — not checkedOn compressing deep models by low rank and sparse decomposition
no DOI — not checkedDeep compression: compressing deep neural network with pruning, trained quantization and huffman coding
no DOI — not checkedY. He, X. Zhang, J. Sun, Channel pruning for accelerating very deep neural networks, arXiv:1707.06168.
no DOI — not checked10.1016/j.sysarc.2019.02.008_bib0025
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