Code for paper "Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-based Approach"
☆21Jul 9, 2020Updated 6 years ago
Alternatives and similar repositories for sparsity_quantization_joint
Users that are interested in sparsity_quantization_joint are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Neural Network Quantization With Fractional Bit-widths☆11Feb 19, 2021Updated 5 years ago
- Position-based Scaled Gradient for Model Quantization and Pruning Code (NeurIPS 2020)☆27Nov 12, 2020Updated 5 years ago
- Training Quantized Neural Networks with a Full-precision Auxiliary Module☆13Jun 19, 2020Updated 6 years ago
- Pytorch implementation of RAPQ, IJCAI 2022☆23Jul 19, 2023Updated 3 years ago
- [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy☆160Jun 16, 2020Updated 6 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.
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆16Jan 3, 2022Updated 4 years ago
- [ICML 2021 Oral] "CATE: Computation-aware Neural Architecture Encoding with Transformers" by Shen Yan, Kaiqiang Song, Fei Liu, Mi Zhang☆19Jun 23, 2021Updated 5 years ago
- In this repository using the sparse training, group channel pruning and knowledge distilling for YOLOV4,☆31May 3, 2026Updated 5 months ago
- ☆28Oct 21, 2020Updated 5 years ago
- [ICCV 2021] Code release for "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks"☆34Jul 24, 2022Updated 4 years ago
- This repository implements the paper "Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations"☆20Aug 30, 2021Updated 5 years ago
- Official repository for Color Equivariant Convolutional Networks.☆10Nov 16, 2023Updated 2 years ago
- Code for our WACV 2021 paper "Exploiting the Redundancy in Convolutional Filters for Parameter Reduction"☆11Jan 6, 2021Updated 5 years ago
- Low-Precision YOLO on PYNQ with FINN☆39Nov 26, 2023Updated 2 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.
- Pytorch implementation of our paper accepted by IJCAI 2020 -- Channel Pruning via Automatic Structure Search☆147Feb 11, 2021Updated 5 years ago
- ☆25Feb 23, 2023Updated 3 years ago
- Official code repository for the paper "Rethinking Model Prototyping through the MedMNIST+ Dataset Collection" @ Scientific Reports☆14Mar 5, 2025Updated last year
- IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscle Segmentation and Propagation in Volumetric Ultrasound☆11Mar 15, 2021Updated 5 years ago
- A Out-of-box PyTorch Scaffold for Neural Network Quantization-Aware-Training (QAT) Research. Website: https://github.com/zhutmost/neuralz…☆27Dec 20, 2022Updated 3 years ago
- [NeurIPS'24] Official implement of "PrivCirNet: Efficient Private Inference via Block Circulant Transformation"☆14Feb 26, 2026Updated 7 months ago
- Denoising Diffusion Error Correction Codes☆20Apr 12, 2024Updated 2 years ago
- Official PyTorch implementation of "Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming" (ICML'23)☆13Apr 13, 2026Updated 6 months ago
- Source code for the paper: "Low-Precision Neural Network Decoding of Polar Codes"☆21Jan 25, 2022Updated 4 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.
- An Tensorflow.keras implementation of Same, Same But Different - Recovering Neural Network Quantization Error Through Weight Factorizatio…☆10Dec 18, 2019Updated 6 years ago
- ☆14May 20, 2026Updated 4 months ago
- A pytorch implementation of DoReFa-Net☆133Dec 26, 2019Updated 6 years ago
- model compression and optimization for deployment for Pytorch, including knowledge distillation, quantization and pruning.(知识蒸馏,量化,剪枝)☆21Sep 10, 2024Updated 2 years ago
- BitSplit Post-trining Quantization☆49Dec 20, 2021Updated 4 years ago
- Sparse Neural Network Tools☆12Jul 15, 2024Updated 2 years ago
- [WACV 2025 oral] All-in-One Image Compression and Restoration.☆35Apr 5, 2026Updated 6 months ago
- DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures☆32Aug 13, 2020Updated 6 years ago
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆407Feb 26, 2021Updated 5 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.
- ICML2019 Accepted Paper. Overcoming Multi-Model Forgetting☆14Jun 5, 2019Updated 7 years ago
- The official (TMLR) implementation of LumiNet: Perception-Driven Knowledge Distillation via Statistical Logit Calibration☆18Aug 17, 2025Updated last year
- An efficient DNA sequence compressor using Neural Networks☆16Jan 25, 2023Updated 3 years ago
- ☆15Oct 26, 2023Updated 2 years ago
- Official Repo for "Multi-objective Differentiable Neural Architecture Search"☆13Jul 12, 2024Updated 2 years ago
- ☆13Jul 25, 2024Updated 2 years ago
- ☆15Dec 29, 2021Updated 4 years ago