he-y/Awesome-Pruning
An awesome list aggregating research papers and resources on neural network pruning.
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This repository compiles academic papers, surveys, and resources on neural network pruning, a model compression technique used to reduce neural network size and computational cost. It categorizes pruning methods by type (filter pruning, weight pruning, etc.) and organizes resources by publication year from 2015 onwards. The list includes a structured pruning survey published in IEEE TPAMI.
Frequently asked
- What is he-y/Awesome-Pruning?
- An awesome list aggregating research papers and resources on neural network pruning.
- Is Awesome-Pruning open source?
- Yes — he-y/Awesome-Pruning is an open-source project tracked on heatdrop.
- How popular is Awesome-Pruning?
- he-y/Awesome-Pruning has 2.5k stars on GitHub.
- Where can I find Awesome-Pruning?
- he-y/Awesome-Pruning is on GitHub at https://github.com/he-y/Awesome-Pruning.