This repository contains code to replicate the experiments given in NeurIPS 2019 paper "One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers"
☆50Jul 25, 2024Updated last year
Alternatives and similar repositories for Generalizing-Lottery-Tickets
Users that are interested in Generalizing-Lottery-Tickets are comparing it to the libraries listed below
Sorting:
- This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks"…☆344Oct 3, 2023Updated 2 years ago
- ☆69Mar 4, 2020Updated 6 years ago
- Codebase for the paper "A Gradient Flow Framework for Analyzing Network Pruning"☆20Jan 31, 2021Updated 5 years ago
- A repository in preparation for open-sourcing lottery ticket hypothesis code.☆636Sep 6, 2022Updated 3 years ago
- A Out-of-box PyTorch Scaffold for Neural Network Quantization-Aware-Training (QAT) Research. Website: https://github.com/zhutmost/neuralz…☆25Dec 20, 2022Updated 3 years ago
- ☆27Dec 15, 2022Updated 3 years ago
- Code accompanying our paper "Finding trainable sparse networks through Neural Tangent Transfer" to be published at ICML-2020.☆13Jun 14, 2020Updated 5 years ago
- [ICLR 2021: Spotlight] Source code for the paper "A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Infer…☆15Feb 16, 2022Updated 4 years ago
- Energy-Aware Neural Architecture Optimization with Fast Splitting Steepest Descent☆14Feb 6, 2020Updated 6 years ago
- Code for reproducing figures and results in the paper ``Early stopping in deep networks: Double descent and how to eliminate it''☆15Jun 27, 2022Updated 3 years ago
- Code and checkpoints of compressed networks for the paper titled "HYDRA: Pruning Adversarially Robust Neural Networks" (NeurIPS 2020) (ht…☆91Dec 22, 2022Updated 3 years ago
- DropNet: Reducing Neural Network Complexity via Iterative Pruning (ICML 2020)☆16Aug 24, 2020Updated 5 years ago
- A Signal Propagation Perspective for Pruning Neural Networks at Initialization☆14Jun 23, 2020Updated 5 years ago
- ☆17Apr 1, 2020Updated 5 years ago
- Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH☆105Feb 18, 2020Updated 6 years ago
- Official release of source code for the Disclosure Avoidance System (DAS) used to protect against the disclosure of individual informatio…☆22Oct 27, 2021Updated 4 years ago
- [ECCV 2022] SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning☆20Jul 7, 2022Updated 3 years ago
- Code for paper "Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-based Approach"☆18Jul 9, 2020Updated 5 years ago
- Code for Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot☆42Nov 8, 2020Updated 5 years ago
- Code for "Supermasks in Superposition"☆125Oct 3, 2023Updated 2 years ago
- Minimax Optimization, Stackelberg Games, Generative Adversarial Networks☆19Feb 14, 2020Updated 6 years ago
- ICML 2020, Estimating Generalization under Distribution Shifts via Domain-Invariant Representations☆23Jun 30, 2020Updated 5 years ago
- ☆20Jan 20, 2022Updated 4 years ago
- Linear UCB bandit learning algorithm L Li(2010) python code☆19Oct 6, 2014Updated 11 years ago
- Soft Threshold Weight Reparameterization for Learnable Sparsity☆91Feb 15, 2023Updated 3 years ago
- Python for streams☆24Jun 28, 2022Updated 3 years ago
- Official implementation for Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds (NeurIPS, 2021).☆25Sep 4, 2022Updated 3 years ago
- [ICLR 2020] ”Triple Wins: Boosting Accuracy, Robustness and Efficiency Together by Enabling Input-Adaptive Inference“☆24Dec 30, 2021Updated 4 years ago
- ☆28Apr 11, 2023Updated 2 years ago
- ☆228Jul 25, 2024Updated last year
- Proximal Mean-field for Neural Network Quantization☆21Apr 9, 2020Updated 5 years ago
- ☆22Jun 24, 2017Updated 8 years ago
- bilevel_augment is a ServiceNow Research project that was started at Element AI.☆27Jun 23, 2022Updated 3 years ago
- ☆26Apr 9, 2019Updated 6 years ago
- Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.☆110Apr 23, 2019Updated 6 years ago
- [ICLR 2021 Spotlight] "CPT: Efficient Deep Neural Network Training via Cyclic Precision" by Yonggan Fu, Han Guo, Meng Li, Xin Yang, Yinin…☆31Mar 2, 2024Updated 2 years ago
- Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)☆25Aug 13, 2020Updated 5 years ago
- ☆68Nov 5, 2020Updated 5 years ago
- Position-based Scaled Gradient for Model Quantization and Pruning Code (NeurIPS 2020)☆26Nov 12, 2020Updated 5 years ago