[IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and [ACM MobiCom HotEdgeVideo 2019] "Distilled Split Deep Neural Networks for Edge-assisted Real-time Systems"
☆36Jun 16, 2023Updated 3 years ago
Alternatives and similar repositories for head-network-distillation
Users that are interested in head-network-distillation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICPR 2020] "Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks" and [ACM MobiCom EMDL …☆25Jun 16, 2023Updated 3 years ago
- Edge Benchmarking Software for Identifying Adaptivity of Distributed Deep Neural Networks☆10Dec 8, 2022Updated 3 years ago
- 2-stage pruning to favor distributed inference (local device compute half of the model, upload the feature for further computing on stron…☆23May 31, 2018Updated 8 years ago
- Code for the paper: "BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems"☆52Sep 5, 2021Updated 5 years ago
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆29Jun 22, 2020Updated 6 years 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.
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆26Jan 18, 2021Updated 5 years ago
- Pytorch implementation of EENets☆21Sep 9, 2024Updated 2 years ago
- ☆27Feb 25, 2021Updated 5 years ago
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆17Oct 18, 2022Updated 4 years ago
- 随着移动云计算和边缘计算的快速发展，以及人工智能的广泛应用，产生了边缘智能(Edge Intelligence)的概念。深度神经网络(例如CNN)已被广泛应用于移动智能应用程序中，但是移动设备有限的存储和计算资源无法满足深度神经网络计算的需求。神经网络压缩与加速技术可以加速…☆311Jul 13, 2022Updated 4 years ago
- [WACV 2022] "Supervised Compression for Resource-Constrained Edge Computing Systems"☆36Jun 16, 2023Updated 3 years ago
- EEEA-Net: An Early Exit Evolutionary Neural Architecture Search☆17Aug 6, 2024Updated 2 years ago
- ☆16Oct 3, 2023Updated 3 years ago
- Auto-Split: A General Framework of Collaborative Edge-Cloud AI☆14Aug 31, 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.
- [IEEE TMC] Official Repository for the paper on Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mo…☆27Jun 7, 2025Updated last year
- ☆138Oct 3, 2023Updated 3 years ago
- Source code for the paper "Energy-Efficient Client Sampling for Federated Learning in Heterogeneous Mobile Edge Computing Networks", this…☆13Aug 22, 2024Updated 2 years ago
- [MobiCom '23] AccuMO: Accuracy-Centric Multitask Offloading in Edge-Assisted Mobile Augmented Reality☆17Oct 8, 2023Updated 3 years ago
- Pytorch-based early exit network inspired by branchynet☆36May 13, 2025Updated last year
- Research project on Resource-elastic tasks for edge cloud computing☆12Aug 12, 2021Updated 5 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☆14May 31, 2021Updated 5 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆43Aug 14, 2021Updated 5 years ago
- Edge computing☆32Apr 1, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Universal Node Orchestrator☆21Nov 6, 2025Updated 11 months ago
- CleverRec: An Open-source Toolkit for Recommendation System.☆12May 25, 2021Updated 5 years ago
- ☆42Oct 12, 2020Updated 6 years ago
- Implementation of PEFT (Predict Earliest Finish Time) DAG Scheduling Algorithm in Python☆13Apr 13, 2026Updated 6 months ago
- Some multiagent deep reinforcement learning algorithms and its PyTorch implementation.☆14Feb 4, 2020Updated 6 years ago
- Implementation of the RTSS'23 Best Student Paper Award paper Progressive Neural Compression for Adaptive Image Offloading under Timing Co…☆13Mar 25, 2025Updated last year
- Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks☆17Jan 25, 2022Updated 4 years ago
- Minimal A2C/A3C example of an LSTM-based meta-learner.☆13Feb 2, 2021Updated 5 years ago
- hexo-theme-cube generator☆12Jan 24, 2018Updated 8 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.
- Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"☆20Oct 8, 2026Updated 3 weeks ago
- PyTorch implementation of ICML 2017 paper, SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Paral…☆17Oct 24, 2017Updated 9 years ago
- ☆15Dec 26, 2021Updated 4 years ago
- (NeurIPS-2019 MicroNet Challenge - 3rd Winner) Open source code for "SIPA: A simple framework for efficient networks"☆19Dec 18, 2022Updated 3 years ago
- Federated learning is a distributed learning method that trains a deep network on user devices without collecting data from central serve…☆13Jul 7, 2020Updated 6 years ago
- [ACM-MM'24] AxiomVision: Accuracy-Guaranteed Adaptive Visual Model Selection for Perspective-Aware Video Analytics☆10Jul 20, 2026Updated 3 months ago
- [NeurIPS 2019] Mobile-cloud split deep learning model inference☆11Oct 12, 2021Updated 5 years ago