Everything about Model Compression (Probably the most complete repository?). Your contribution is highly valued! If you find this repo helpful, please cite it as follows:
关于模型压缩的所有资料,包括:介绍、综述文章、最新文章、代表工作及其代码、常用数据集、硕博士论文、比赛等等。(可能是目前最全的模型压缩资料库?) 欢迎一起贡献! 如果认为本仓库有用,请在你的论文和其他出版物中进行引用!
A good website to see the latest arXiv preprints by search: Model Compression, Domain adaptation
一个很好的网站,可以直接看到最新的arXiv文章: Model Compression, Domain adaptation
模型压缩文章汇总 Awesome Model Compression papers
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Weekly latest papers
- 20201123 文章名
Want to quickly learn Model Compression?想尽快入门模型压缩?看下面的教程。
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The first Model Compression tutorial 入门教程
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Talk is cheap, show me the code 动手教程、代码、数据
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Model Compression Scholars and Labs - 模型压缩领域的著名学者、代表工作及实验室介绍
Related articles by research areas:
Paperweekly: 一个推荐、分享论文的网站比较好,上面会持续整理相关的文章并分享阅读笔记。
Here are some articles on Model Compression theory and survey.
Survey (综述文章):
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The most influential survey on Model Compression (最权威和经典的综述):
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Latest survey - 较新的综述:
Theory (理论文章):
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Early Model Compression theory papers - 早期模型压缩的理论分析文章:
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Latest theory papers
请见这里 | Please see HERE for some popular Model Compression codes.
Here are some Model Compression scholars and labs.
全部列表以及代表工作性见这里
Please note that this list is far not complete. A full list can be seen in here. Model Compression is an active field. If you are aware of some scholars, please add them here.
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General Model Compression algorithms and applications:
- 作者:简介。[Google scholar]
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Model Compression algorithms:
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Theory:
Here are some popular thesis on Model Compression.
硕博士论文可以让我们很快地对模型压缩的相关领域做一些了解,同时,也能很快地了解概括相关研究者的工作。其中,比较有名的有
Please see HERE for the popular Model Compression datasets and benchmark results.
这里整理了常用的公开数据集和一些已发表的文章在这些数据集上的实验结果。
See HERE for Model Compression applications.
模型压缩应用请见这里。
- Call for papers:
If you are interested in contributing, please refer to HERE for instructions in contribution.