[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
- Code for the paper: "BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems"☆52Sep 5, 2021Updated 4 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
- 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 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.
- [WACV 2022] "Supervised Compression for Resource-Constrained Edge Computing Systems"☆36Jun 16, 2023Updated 3 years ago
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆29Jun 22, 2020Updated 6 years ago
- Reference Python implementation of Lyapunov-based online scheduling for energy minimization in multi-AP wireless-powered mobile edge comp…☆10Aug 3, 2026Updated last week
- ☆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
- [IEEE TMC] Official Repository for the paper on Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mo…☆26Jun 7, 2025Updated last year
- ☆14Jan 14, 2020Updated 6 years ago
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆17Oct 18, 2022Updated 3 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…☆310Jul 13, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Research project on Resource-elastic tasks for edge cloud computing☆12Aug 12, 2021Updated 5 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☆17Aug 6, 2024Updated 2 years ago
- Auto-Split: A General Framework of Collaborative Edge-Cloud AI☆14Aug 31, 2021Updated 4 years ago
- The code for the paper task merging and scheduling for parallel deep learning applications in mobile edge computing☆26Jul 19, 2020Updated 6 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
- Deep neural network (DNN) implementation for inference tasks☆13Jul 4, 2019Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This project accelerates deep learning models on the edge with the support of running ensemble learning for performance improvement. The …☆12Jun 21, 2022Updated 4 years ago
- Combination of RL and game theory for modeling human behavior☆11Aug 27, 2021Updated 4 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
- ☆138Oct 3, 2023Updated 2 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 3 years ago
- ☆120Jan 2, 2019Updated 7 years ago
- ☆42Oct 12, 2020Updated 5 years ago
- Universal Node Orchestrator☆21Nov 6, 2025Updated 9 months 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.
- Implementation of PEFT (Predict Earliest Finish Time) DAG Scheduling Algorithm in Python☆13Apr 13, 2026Updated 4 months 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
- Benchmark for Edge Computing Platforms☆23Oct 15, 2022Updated 3 years ago
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆26Jul 22, 2026Updated 3 weeks ago
- Novel Vehicular Edge and Fog enabled Computation offloading framework☆16Sep 7, 2022Updated 3 years ago
- An implementation of neural architecture search using the REINFORCE algorithm. we use a re-current network to generate the model descript…☆11Jun 13, 2020Updated 6 years ago