A curated list of neural network pruning and related resources. Inspired by awesome-deep-vision, awesome-adversarial-machine-learning, awesome-deep-learning-papers and Awesome-NAS.
Please feel free to pull requests or open an issue to add papers.
Table of Contents
Type of Pruning
Type | F |
W |
Other |
---|---|---|---|
Explanation | Filter pruning | Weight pruning | other types |
2019
2018
2017
2016
Title | Venue | Type | Code |
---|---|---|---|
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding | ICLR (Best) | W |
github |
Dynamic Network Surgery for Efficient DNNs | NIPS | W |
github |
2015
Title | Venue | Type | Code |
---|---|---|---|
Learning both Weights and Connections for Efficient Neural Networks | NIPS | W |
- |
Related Repo
Awesome-model-compression-and-acceleration