Code for CHIP: CHannel Independence-based Pruning for Compact Neural Networks (NeruIPS 2021).
☆41Sep 10, 2022Updated 3 years ago
Alternatives and similar repositories for CHIP_NeurIPS2021
Users that are interested in CHIP_NeurIPS2021 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- 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
- Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)☆25Aug 13, 2020Updated 5 years ago
- ☆70Oct 21, 2022Updated 3 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
- 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.
- ☆28Dec 7, 2021Updated 4 years ago
- Code for the ICML 2021 and ICLR 2022 papers: Skew Orthogonal Convolutions, Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100☆18Feb 20, 2022Updated 4 years ago
- CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"☆113Mar 17, 2020Updated 6 years ago
- Implementation of Neuron-level Structured Pruning using Polarization Regularizer☆81Nov 22, 2022Updated 3 years ago
- Pytorch implementation of our paper (TNNLS) -- Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters☆12Feb 24, 2022Updated 4 years ago
- A Signal Propagation Perspective for Pruning Neural Networks at Initialization☆14Jun 23, 2020Updated 6 years ago
- [ICLR 2023] PyTorch code for DFPC: Data flow driven pruning of coupled channels without data.☆15Aug 25, 2023Updated 2 years ago
- 对 YOLOv3 做模型剪枝（network slimming），对于 oxford hand 数据集（因项目需要），模型剪枝后的参数量减少 80%，Infer 的速度达到原来 2 倍，mAP 基本不变☆12Jul 12, 2019Updated 7 years ago
- ☆12May 26, 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.
- Source code of our TNNLS paper "Boosting Convolutional Neural Networks with Middle Spectrum Grouped Convolution"☆12Apr 14, 2023Updated 3 years ago
- Crawl & Visualize NeurIPS 2022 Data from OpenReview☆14Nov 8, 2022Updated 3 years ago
- Reproducing RigL (ICML 2020) as a part of ML Reproducibility Challenge 2020☆29Jan 6, 2022Updated 4 years ago
- This is an official implementation of our CVPR 2020 paper "Non-Local Neural Networks With Grouped Bilinear Attentional Transforms".☆13Jan 30, 2021Updated 5 years ago
- ☆17Jul 10, 2022Updated 4 years ago
- Network Pruning That Matters: A Case Study on Retraining Variants (ICLR 2021)☆17Sep 19, 2021Updated 4 years ago
- ☆13Sep 24, 2023Updated 2 years ago
- PyTorch implementation of the paper The Lottery Ticket Hypothesis for Object Recognition☆23Apr 22, 2021Updated 5 years ago
- ☆12Oct 9, 2023Updated 2 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.
- Pruning Neural Networks with Taylor criterion in Pytorch☆323Nov 3, 2019Updated 6 years ago
- Energy consumption estimation utilities for Jetson-based platforms☆19Feb 4, 2022Updated 4 years ago
- [ICLR 2022] The Unreasonable Effectiveness of Random Pruning: Return of the Most Naive Baseline for Sparse Training by Shiwei Liu, Tianlo…☆78Jan 9, 2023Updated 3 years ago
- yolov5 version6.0☆26Dec 29, 2021Updated 4 years ago
- Code for the paper☆11May 24, 2024Updated 2 years ago
- ☆21Nov 16, 2018Updated 7 years ago
- A tool for model sparse based on torch.fx☆13Jun 3, 2024Updated 2 years ago
- Convert KITTI labels for yolo training.☆10Nov 20, 2022Updated 3 years ago
- Code for our WACV 2021 paper "Exploiting the Redundancy in Convolutional Filters for Parameter Reduction"☆11Jan 6, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆19Aug 27, 2020Updated 5 years ago
- ☆20Apr 24, 2022Updated 4 years ago
- [ICCV W] Contextual Convolutional Neural Networks (https://arxiv.org/pdf/2108.07387.pdf)☆14Aug 18, 2021Updated 4 years ago
- [ECCV 2024] Isomorphic Pruning for Vision Models☆89Jul 23, 2024Updated 2 years ago
- ☆12Jul 3, 2020Updated 6 years ago
- Source code for ICCV 2021 paper, IEPGAN☆25Apr 10, 2022Updated 4 years ago
- PyTorch Implementation of CURL-Neural Network Pruning with Residual-Connections and Limited-Data☆24Jun 11, 2020Updated 6 years ago