Awesome model pruning

When to prune

Static Pruning

Pruning After Training

[NIPS 1989] Optimal brain damage (OBD)

• LeCun, Yann, John Denker, and Sara Solla. “Optimal brain damage.” Advances in neural information processing systems 2 (1989).
• blog: [NIPS 1989] Optimal brain damage (OBD)

[ICNN 1993] Optimal brain surgeon and general network pruning

• Hassibi, Babak, David G. Stork, and Gregory J. Wolff. “Optimal brain surgeon and general network pruning.” IEEE international conference on neural networks. IEEE, 1993.
• blog: [ICNN 1993] Optimal brain surgeon and general network pruning

References

• awesome-pruning
• A curated list of neural network pruning and related resources.
• Awesome Resources in Deep Neural Network Pruning.