namhoonlee / snip-public
SNIP: SINGLE-SHOT NETWORK PRUNING BASED ON CONNECTION SENSITIVITY
☆113Updated 5 years ago
Alternatives and similar repositories for snip-public:
Users that are interested in snip-public are comparing it to the libraries listed below
- Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.☆107Updated 5 years ago
- Code release for "Adversarial Robustness vs Model Compression, or Both?"☆91Updated 3 years ago
- Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH☆102Updated 5 years ago
- Soft Threshold Weight Reparameterization for Learnable Sparsity☆88Updated 2 years ago
- SNIP: SINGLE-SHOT NETWORK PRUNING☆30Updated last week
- [NeurIPS'2019] Shupeng Gui, Haotao Wang, Haichuan Yang, Chen Yu, Zhangyang Wang, Ji Liu, “Model Compression with Adversarial Robustness: …☆49Updated 3 years ago
- Codes for Layer-wise Optimal Brain Surgeon☆77Updated 6 years ago
- ☆70Updated 5 years ago
- PyTorch Implementation of Weights Pruning☆185Updated 7 years ago
- Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"☆77Updated 3 years ago
- Pruning Neural Networks with Taylor criterion in Pytorch☆315Updated 5 years ago
- Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626☆177Updated 2 years ago
- Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.☆114Updated 5 years ago
- A PyTorch implementation of the iterative pruning method described in Han et. al. (2015)☆40Updated 6 years ago
- DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures☆31Updated 4 years ago
- Codes of Approximated Oracle Filter Pruning☆32Updated 2 years ago
- ☆224Updated 7 months ago
- Code accompanying the NeurIPS 2020 paper: WoodFisher (Singh & Alistarh, 2020)☆48Updated 4 years ago
- ☆213Updated 6 years ago
- a pytorch implement of mobileNet v2 on cifar10☆63Updated 2 years ago
- [CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks☆124Updated 4 years ago
- PyTorch implementation for GAL.☆56Updated 4 years ago
- ☆53Updated 6 years ago
- Pytorch version for weight pruning for Murata Group's CREST project☆57Updated 6 years ago
- Pytorch implementation of TRP☆44Updated 4 years ago
- Codes of Centripetal SGD☆63Updated 2 years ago
- Code and checkpoints of compressed networks for the paper titled "HYDRA: Pruning Adversarially Robust Neural Networks" (NeurIPS 2020) (ht…☆90Updated 2 years ago
- Lookahead: A Far-sighted Alternative of Magnitude-based Pruning (ICLR 2020)☆33Updated 4 years ago
- ☆55Updated 6 years ago
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆155Updated 8 months ago