yoshitomo-matsubara / supervised-compressionLinks
[WACV 2022] "Supervised Compression for Resource-Constrained Edge Computing Systems"
☆37Updated 2 years ago
Alternatives and similar repositories for supervised-compression
Users that are interested in supervised-compression are comparing it to the libraries listed below
Sorting:
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆36Updated 2 years ago
- Code for the paper: "BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems"☆53Updated 4 years ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆44Updated 2 years ago
- ☆26Updated 4 years ago
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆22Updated 2 months ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆28Updated 4 years ago
- [IEEE TMC] Official Repository for the paper on Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mo…☆22Updated 5 months ago
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆14Updated 2 years ago
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆15Updated last year
- Official implementation of the paper "MTL-Split: Multi-Task Learning for Edge Devices using Split Computing" accepted @ DAC 2024.☆10Updated 11 months ago
- ☆13Updated 2 years ago
- Network aware load balancing for edge/cloud computing using deep reinforcement learning☆19Updated 4 years ago
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆29Updated 5 years ago
- Codes for paper "Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Method"☆67Updated 2 years ago
- ☆31Updated 2 years ago
- Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"☆20Updated 2 months ago
- A DNN model partition demo☆32Updated 5 years ago
- Adaptive Offloading of Federated Learning on IoT Devices☆76Updated 3 years ago
- [ICPR 2020] "Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks" and [ACM MobiCom EMDL …☆25Updated 2 years ago
- ☆13Updated 2 years ago
- ☆22Updated 2 years ago
- [EMSOFT 2022] Adaptive Edge Offloading for Image Classification Under Rate Limit☆14Updated 2 years ago
- ☆22Updated 2 years ago
- A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper…☆30Updated 3 years ago
- DNN_Partition辅助工具,用于对pytorch模型进行简单的性能分析以及支持模型切分☆14Updated 4 years ago
- This is a repository for the implementation of the paper "Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient…☆14Updated 2 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆42Updated 4 years ago
- ☆14Updated 2 years ago
- ☆26Updated 2 years ago
- Pytorch-based early exit network inspired by branchynet☆34Updated 6 months ago