Neuron Merging: Compensating for Pruned Neurons (NeurIPS 2020)
☆43Feb 4, 2021Updated 5 years ago
Alternatives and similar repositories for neuron-merging
Users that are interested in neuron-merging 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☆22Jan 21, 2021Updated 5 years ago
- channel pruning for accelerating very deep neural networks☆13Mar 8, 2021Updated 5 years ago
- Experiments from "The Generalization-Stability Tradeoff in Neural Network Pruning": https://arxiv.org/abs/1906.03728.☆14Oct 23, 2020Updated 5 years ago
- Official codebase for our paper "Joslim: Joint Widths and Weights Optimization for Slimmable Neural Networks"☆12Jun 30, 2021Updated 4 years ago
- Pytorch implementation of our paper accepted by TPAMI 2023 — Lottery Jackpots Exist in Pre-trained Models☆35Jun 19, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆17Jul 10, 2022Updated 3 years ago
- An extension version of our paper accepted by CVPR 2020, Oral -- HRank: Filter Pruning using High-Rank Feature Map☆152May 17, 2021Updated 4 years ago
- Pruning Neural Networks with Taylor criterion in Pytorch☆321Nov 3, 2019Updated 6 years ago
- Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks☆18Nov 5, 2019Updated 6 years ago
- ☆14Dec 4, 2020Updated 5 years ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆309Dec 8, 2022Updated 3 years ago
- Group Fisher Pruning for Practical Network Compression(ICML2021)☆162May 24, 2023Updated 2 years ago
- ☆10Jul 30, 2021Updated 4 years ago
- In progress.☆68Mar 26, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆13Jun 8, 2021Updated 4 years ago
- ☆30Dec 28, 2021Updated 4 years ago
- ☆120Jun 13, 2020Updated 5 years ago
- Code for ICCV23 paper "Automatic network pruning via Hilbert Schmidt independence criterion lasso under information bottleneck principle"☆18Aug 8, 2023Updated 2 years ago
- Implementation of knapsack pruning☆27May 26, 2020Updated 5 years ago
- [NeurIPS 2022] A Fast Post-Training Pruning Framework for Transformers☆193Feb 28, 2023Updated 3 years ago
- ☆25Dec 11, 2021Updated 4 years ago
- The official PyTorch implementation of CHEX: CHannel EXploration for CNN Model Compression (CVPR 2022). Paper is available at https://ope…☆38Jul 2, 2022Updated 3 years ago
- [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy☆161Jun 16, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"☆114Mar 17, 2020Updated 6 years ago
- ☆12Jul 7, 2021Updated 4 years ago
- pytorch implementation of Structured Bayesian Pruning☆19Jul 13, 2018Updated 7 years ago
- Code for Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot☆43Nov 8, 2020Updated 5 years ago
- ☆48Aug 7, 2023Updated 2 years ago
- PyTorch implementation of NAACL 2021 paper "Multi-view Subword Regularization"☆26Jun 2, 2021Updated 4 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆353Jul 5, 2020Updated 5 years ago
- Pytorch implementation of our paper accepted by IEEE TNNLS, 2022 — Carrying out CNN Channel Pruning in a White Box☆18Feb 15, 2022Updated 4 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆281Dec 8, 2023Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH☆105Feb 18, 2020Updated 6 years ago
- SmoothFool: An Efficient Framework for Computing Smooth Adversarial Perturbations☆14Jan 6, 2022Updated 4 years ago
- code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"☆105Sep 29, 2021Updated 4 years ago
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆75Jan 6, 2024Updated 2 years ago
- released code for the paper: ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding☆31Nov 24, 2020Updated 5 years ago
- [ICCV 2023] Efficient Joint Optimization of Layer-Adaptive Weight Pruning in Deep Neural Networks☆25Oct 31, 2023Updated 2 years ago
- ☆12Oct 9, 2023Updated 2 years ago