Collecting some papers about NN model compression
☆14Oct 26, 2020Updated 5 years ago
Alternatives and similar repositories for Awesome-model-compression
Users that are interested in Awesome-model-compression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implements EvoNorms B0 and S0 as proposed in Evolving Normalization-Activation Layers.☆11Apr 22, 2020Updated 6 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
- ☆11Feb 5, 2021Updated 5 years ago
- 使用tensorflow实现手写字体分类以及web应用☆10Jan 25, 2019Updated 7 years ago
- Efficient solution to the initialization selection of DNNs in transfer learning using duality diagrams as a similarity measure framework.☆10Nov 17, 2020Updated 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.
- Code for paper "ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model"☆21Sep 7, 2020Updated 5 years ago
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆23Mar 15, 2024Updated 2 years ago
- PyTorch Implementation of AutoPruner☆23Jun 11, 2020Updated 6 years ago
- Applying PBT optimization technique to different domains☆10Oct 16, 2019Updated 6 years ago
- Lifelong machine learning is a novel machine learning paradigm which continually learns tasks and accumulates knowledge for reusing. The …☆10Sep 15, 2019Updated 6 years ago
- A Pytorch implementation of 'Progressive Neural Networks for Transfer Learning in Emotion Recognition'☆11Jul 31, 2018Updated 7 years ago
- A tool for PytorchToCaffe，fork form https://github.com/xxradon/PytorchToCaffe☆11Sep 18, 2019Updated 6 years ago
- convert pytorch model to ncnn☆13Dec 5, 2018Updated 7 years ago
- Conditional channel- and precision-pruning on neural networks☆71Mar 4, 2020Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Related Paper and Code for 2D or 3D Object Detection☆17Jul 20, 2020Updated 5 years ago
- Evolving Normalization-Activation Layers☆19Apr 10, 2020Updated 6 years ago
- ☆12Feb 18, 2025Updated last year
- PyTorch implementation of "Deep Transferring Quantization" (ECCV2020)☆18Jun 22, 2022Updated 4 years ago
- quantize aware training package for NCNN on pytorch☆68Jul 27, 2021Updated 4 years ago
- CVPR'19 experiments with (on-manifold) adversarial examples.☆43Feb 27, 2020Updated 6 years ago
- This repository provides code source used in the paper: A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-Off☆13May 30, 2019Updated 7 years ago
- ☆31Jun 18, 2020Updated 6 years ago
- Paper and Code for "Curriculum Learning by Optimizing Learning Dynamics" (AISTATS 2021)☆20Jun 27, 2021Updated 5 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.
- ☆19Mar 5, 2019Updated 7 years ago
- Code for “Adversarial Learning with Local Coordinate Coding”☆16Dec 17, 2019Updated 6 years ago
- 基于pytorch-yolov3的trt加速方案☆15Aug 11, 2020Updated 5 years ago
- [CVPR'20] ZeroQ Mixed-Precision implementation (unofficial): A Novel Zero Shot Quantization Framework☆14Dec 16, 2020Updated 5 years ago
- ☆12Jun 16, 2023Updated 3 years ago
- Image Classification Codebase with PyTorch☆15Sep 10, 2025Updated 9 months ago
- Single Path One-Shot NAS MXNet implementation with Supernet training and searching☆19Dec 23, 2019Updated 6 years ago
- A python implementation of NSGA-3.☆14Jul 10, 2020Updated 5 years ago
- ☆11Mar 30, 2021Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Data augmentation utility for machine learning on 3D point clouds☆22Mar 24, 2017Updated 9 years ago
- Protein scoring and sampling of 'Combinatorial Variant Effects from Structure' (CoVES)☆11Jan 5, 2024Updated 2 years ago
- A Unified, Systematic Framework of Structured Weight Pruning for DNNs☆22Aug 3, 2018Updated 7 years ago
- pytorch implementation of Structured Bayesian Pruning☆19Jul 13, 2018Updated 7 years ago
- Base pair-augmented SE(3)-flow matching for conditional RNA 3D structure generation☆18Jan 19, 2026Updated 5 months ago
- NodeJS data validations☆18May 23, 2024Updated 2 years ago
- A Pytorch Implementation of “Modeling Local Geometric Structure of 3D Point Clouds using Geo-CNN”☆17Aug 10, 2020Updated 5 years ago