[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 2 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 2 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 7 years ago
- Code for the paper: "BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems"☆53Sep 5, 2021Updated 4 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆27Jan 18, 2021Updated 5 years ago
- Pytorch implementation of EENets☆21Sep 9, 2024Updated last year
- 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.
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆29Jun 22, 2020Updated 5 years ago
- [WACV 2022] "Supervised Compression for Resource-Constrained Edge Computing Systems"☆37Jun 16, 2023Updated 2 years ago
- Related paper: Online Scheduling for Energy Minimization in Wireless Powered Mobile Edge Computing☆10Jan 5, 2023Updated 3 years ago
- ☆27Feb 25, 2021Updated 5 years ago
- Source code for the paper "Energy-Efficient Client Sampling for Federated Learning in Heterogeneous Mobile Edge Computing Networks", this…☆13Aug 22, 2024Updated last year
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆17Oct 18, 2022Updated 3 years ago
- [MobiCom '23] AccuMO: Accuracy-Centric Multitask Offloading in Edge-Assisted Mobile Augmented Reality☆18Oct 8, 2023Updated 2 years ago
- [IEEE TMC] Official Repository for the paper on Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mo…☆23Jun 7, 2025Updated 11 months ago
- ☆13Jan 14, 2020Updated 6 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- 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…☆307Jul 13, 2022Updated 3 years ago
- Research project on Resource-elastic tasks for edge cloud computing☆12Aug 12, 2021Updated 4 years ago
- ☆16Oct 3, 2023Updated 2 years ago
- Dataset code for "Hierarchical Autoregressive Modeling for Neural Video Compression"☆14Oct 12, 2020Updated 5 years ago
- EEEA-Net: An Early Exit Evolutionary Neural Architecture Search☆18Aug 6, 2024Updated last year
- Auto-Split: A General Framework of Collaborative Edge-Cloud AI☆14Aug 31, 2021Updated 4 years ago
- 2021 Summer Research Internship project (UROP) at Imperial College London. Supervised by Prof George Constantinides and Ben Biggs☆17Dec 17, 2022Updated 3 years ago
- Pytorch-based early exit network inspired by branchynet☆36May 13, 2025Updated last year
- 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
- 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.
- 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 4 years ago
- Deep neural network (DNN) implementation for inference tasks☆13Jul 4, 2019Updated 6 years ago
- A Mobile edge computing server placement algorithm, written from scratch for 5g server placement depending upon various KPIs across a ar…☆12Sep 14, 2022Updated 3 years ago
- Combination of RL and game theory for modeling human behavior☆11Aug 27, 2021Updated 4 years ago
- This project accelerates deep learning models on the edge with the support of running ensemble learning for performance improvement. The …☆11Jun 21, 2022Updated 3 years ago
- Quantized Tensorflow Estimator for Google EdgeTpu Accelerator, Dev Board and Intel Neural Compute Stick 2☆14May 9, 2019Updated 7 years ago
- [EMSOFT 2022] Adaptive Edge Offloading for Image Classification Under Rate Limit☆15Jul 17, 2023Updated 2 years ago
- source code of paper 'Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Exis…☆11Jan 26, 2021Updated 5 years ago
- ☆119Jan 2, 2019Updated 7 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.
- Edge computing☆32Apr 1, 2019Updated 7 years ago
- ☆41Oct 12, 2020Updated 5 years ago
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆25Aug 24, 2025Updated 9 months ago
- Implementation of PEFT (Predict Earliest Finish Time) DAG Scheduling Algorithm in Python☆13Apr 13, 2026Updated last month
- ☆32Sep 15, 2022Updated 3 years ago
- Some multiagent deep reinforcement learning algorithms and its PyTorch implementation.☆14Feb 4, 2020Updated 6 years ago
- Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks☆17Jan 25, 2022Updated 4 years ago