Codebase for the paper "A Gradient Flow Framework for Analyzing Network Pruning"
☆20Jan 31, 2021Updated 5 years ago
Alternatives and similar repositories for flowandprune
Users that are interested in flowandprune are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Single shot neural network pruning before training the model, based on connection sensitivity☆11Aug 7, 2019Updated 7 years ago
- A Signal Propagation Perspective for Pruning Neural Networks at Initialization☆14Jun 23, 2020Updated 6 years ago
- Code accompanying our paper "Finding trainable sparse networks through Neural Tangent Transfer" to be published at ICML-2020.☆13Jun 14, 2020Updated 6 years ago
- Incredible acceleration with pruning or the other compression techniques☆13Jul 7, 2021Updated 5 years ago
- The Search for Sparse, Robustness Neural Networks☆11Mar 24, 2023Updated 3 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.
- Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)☆25Aug 13, 2020Updated 6 years ago
- ☆12Jul 7, 2021Updated 5 years ago
- Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH☆106Feb 18, 2020Updated 6 years ago
- This repository is the official implementation of the paper Pruning via Iterative Ranking of Sensitivity Statistics and implements novel …☆33May 22, 2023Updated 3 years ago
- Domain-Adaptive Object Detection via Uncertainty-Aware Distribution Alignment, ACM MM 2020☆18Dec 7, 2021Updated 4 years ago
- Implementation of paper "Do Wide and Deep Networks Learn the Same Things?"☆16Mar 15, 2022Updated 4 years ago
- Contains the code for my Imperial College London Master's thesis on text summarization☆11Oct 25, 2022Updated 3 years ago
- ☆22Apr 6, 2021Updated 5 years ago
- Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.☆65Jan 17, 2026Updated 7 months 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.
- Trained model weights, training and evaluation code from the paper "A simple way to make neural networks robust against diverse image cor…☆62May 24, 2023Updated 3 years ago
- ☆14Mar 5, 2021Updated 5 years ago
- Energy-based Dropout and Pruning of Deep Neural Networks☆10Oct 9, 2020Updated 5 years ago
- ☆13Mar 8, 2020Updated 6 years ago
- ☆68Mar 4, 2020Updated 6 years ago
- Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.☆110Apr 23, 2019Updated 7 years ago
- ☆18Feb 18, 2022Updated 4 years ago
- ☆120Jun 13, 2020Updated 6 years ago
- ☆19Mar 18, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 'Robust Semantic Interpretability: Revisiting Concept Activation Vectors' Official Implementation☆11Jul 15, 2020Updated 6 years ago
- ☆15Jul 29, 2023Updated 3 years ago
- [ECCV2022] The PyTorch implementation of paper "Equivariance and Invariance Inductive Bias for Learning from Insufficient Data"☆19Oct 12, 2022Updated 3 years ago
- Tiny ImageNet Classification Exercise with PyTorch☆16Aug 21, 2021Updated 5 years ago
- This repository provides code for "On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness".☆47Nov 6, 2022Updated 3 years ago
- This repository contains code to replicate the experiments given in NeurIPS 2019 paper "One ticket to win them all: generalizing lottery …☆50Jul 25, 2024Updated 2 years ago
- Implementation and analysis of five different GPU based SPMV algorithms in CUDA☆39Feb 5, 2019Updated 7 years ago
- DropNet: Reducing Neural Network Complexity via Iterative Pruning (ICML 2020)☆16Aug 24, 2020Updated 6 years ago
- Scale-aware Automatic Augmentation for Object Detection (CVPR 2021)☆198Aug 24, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A generic code base for neural network pruning, especially for pruning at initialization.☆32Sep 3, 2022Updated 4 years ago
- Prospect Pruning: Finding Trainable Weights at Initialization Using Meta-Gradients☆32Mar 30, 2022Updated 4 years ago
- Implementation of the iPiano algorithm for non-convex and non-smooth optimization as described in [1].☆12Nov 28, 2018Updated 7 years ago
- Implementation of knapsack pruning☆27May 26, 2020Updated 6 years ago
- [NeurIPS'2019] Shupeng Gui, Haotao Wang, Haichuan Yang, Chen Yu, Zhangyang Wang, Ji Liu, “Model Compression with Adversarial Robustness: …☆48Dec 30, 2021Updated 4 years ago
- ☆25Jun 5, 2019Updated 7 years ago
- An extension version of our paper accepted by CVPR 2020, Oral -- HRank: Filter Pruning using High-Rank Feature Map☆151May 17, 2021Updated 5 years ago