Experiments from "The Generalization-Stability Tradeoff in Neural Network Pruning": https://arxiv.org/abs/1906.03728.
☆14Oct 23, 2020Updated 5 years ago
Alternatives and similar repositories for GeneralizationStabilityTradeoff
Users that are interested in GeneralizationStabilityTradeoff are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection☆23Jan 21, 2021Updated 5 years ago
- ICML 2024 Paper "Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies"☆18Jul 10, 2024Updated 2 years ago
- Research Toolkit for Cutting-Edge DL/ML algorithms.☆16Dec 8, 2022Updated 3 years ago
- Public implementation of ICML'19 paper "White-box vs Black-box: Bayes Optimal Strategies for Membership Inference"☆19May 28, 2020Updated 6 years ago
- Neuron Merging: Compensating for Pruned Neurons (NeurIPS 2020)☆43Feb 4, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Compositional Explanations of Neurons, NeurIPS 2020 https://arxiv.org/abs/2006.14032☆27Apr 9, 2021Updated 5 years ago
- Code and checkpoints of compressed networks for the paper titled "HYDRA: Pruning Adversarially Robust Neural Networks" (NeurIPS 2020) (ht…☆92Dec 22, 2022Updated 3 years ago
- An efficient implementation for ImageNet classification☆17Sep 30, 2020Updated 6 years ago
- Code for "Fast Sparse ConvNets" CVPR2020 submissions☆12Nov 20, 2019Updated 6 years ago
- Code for BlockSwap (ICLR 2020).☆33Mar 25, 2021Updated 5 years ago
- [CVPRW 21] "BNN - BN = ? Training Binary Neural Networks without Batch Normalization", Tianlong Chen, Zhenyu Zhang, Xu Ouyang, Zechun Liu…☆56Dec 30, 2021Updated 4 years ago
- "Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yu…☆27Aug 20, 2023Updated 3 years ago
- [CVPR 2022] "The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy" by Tianlong C…☆25Mar 9, 2022Updated 4 years ago
- ☆17Jul 10, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆21Aug 10, 2022Updated 4 years ago
- ☆10Jun 1, 2022Updated 4 years ago
- Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"☆86Nov 22, 2021Updated 4 years ago
- Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks☆18Nov 5, 2019Updated 6 years ago
- Code for Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot☆43Nov 8, 2020Updated 5 years ago
- Code repositoy for "AOWS: Adaptive and optimal network width search with latency constraints", CVPR 2020☆35Jun 19, 2020Updated 6 years ago
- ☆32Sep 2, 2024Updated 2 years ago
- Pytorch ImageNet training codes with various tricks, lr schedulers, distributed training, mixed precision training, DALI dataloader etc.☆18Aug 12, 2020Updated 6 years ago
- Revisiting Parameter Sharing for Automatic Neural Channel Number Search, NeurIPS 2020☆21Nov 15, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆11Oct 11, 2023Updated 2 years ago
- ☆16Mar 3, 2024Updated 2 years ago
- HSML Dynamic version for ICML 2019☆12Jul 11, 2019Updated 7 years ago
- Code for Auditing Data Provenance in Text-Generation Models (in KDD 2019)☆10Jun 18, 2019Updated 7 years ago
- The official implementation of paper "Unsupervised Few-Shot Learning via Distribution Shift-based Augmentation"☆26Apr 23, 2022Updated 4 years ago
- Offical Repo for Splitting Steepest Descent for Growing Neural Architectures☆13May 12, 2021Updated 5 years ago
- Code Implementation for "NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models" (EMNLP …☆17Oct 17, 2023Updated 2 years ago
- CUDA实现'huawei-noah/AdderNet'的forward和backward☆17Apr 16, 2020Updated 6 years ago
- A method for training neural networks that are provably robust to adversarial attacks. [IJCAI 2019]☆10Sep 3, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This repositary hosts my experiments for the project, I did with OffNote Labs.☆10Apr 12, 2021Updated 5 years ago
- [ICLR 2020] ”Triple Wins: Boosting Accuracy, Robustness and Efficiency Together by Enabling Input-Adaptive Inference“☆24Dec 30, 2021Updated 4 years ago
- PyTorch implementation of Adversarial Patch☆15Jul 6, 2023Updated 3 years ago
- This is the implementation for IEEE S&P 2022 paper "Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Secur…☆11Aug 24, 2022Updated 4 years ago
- pruning vision models in torch☆17Dec 5, 2025Updated 10 months ago
- PyTorch Implementation of CVPR'19 (oral) - Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach☆28Sep 30, 2019Updated 7 years ago
- Pruning Neural Networks with Taylor criterion in Pytorch☆323Nov 3, 2019Updated 6 years ago