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Edge-computing
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Deep Learning on EDGE devices
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Showing 1051–1075 of 1279 papers
Title
Date
Tasks
Status
Hype
Coded Computing for Low-Latency Federated Learning over Wireless Edge Networks
Nov 12, 2020
Edge-computing
Federated Learning
—
Unverified
0
Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing
Nov 8, 2020
Edge-computing
—
Unverified
0
Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial
Nov 6, 2020
Decision Making
Deep Reinforcement Learning
—
Unverified
0
S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-shot Segmentation
Nov 4, 2020
Autonomous Driving
Edge-computing
—
Unverified
0
Learning Centric Wireless Resource Allocation for Edge Computing: Algorithm and Experiment
Oct 29, 2020
Edge-computing
—
Unverified
0
Implementing efficient balanced networks with mixed-signal spike-based learning circuits
Oct 27, 2020
Cloud Computing
Edge-computing
Code
Code Available
0
Real-Time Edge Classification: Optimal Offloading under Token Bucket Constraints
Oct 26, 2020
Classification
Edge Classification
Code
Code Available
0
Deep Learning in the Era of Edge Computing: Challenges and Opportunities
Oct 17, 2020
Deep Learning
Edge-computing
—
Unverified
0
Revenue and Energy Efficiency-Driven Delay Constrained Computing Task Offloading and Resource Allocation in a Vehicular Edge Computing Network: A Deep Reinforcement Learning Approach
Oct 16, 2020
Deep Reinforcement Learning
Edge-computing
—
Unverified
0
The Shift to 6G Communications: Vision and Requirements
Oct 15, 2020
BIG-bench Machine Learning
Edge-computing
—
Unverified
0
A Very Compact Embedded CNN Processor Design Based on Logarithmic Computing
Oct 13, 2020
Edge-computing
image-classification
—
Unverified
0
Deep Reinforcement Learning-Based Dynamic Resource Management for Mobile Edge Computing in Industrial Internet of Things
Oct 6, 2020
Deep Reinforcement Learning
Edge-computing
—
Unverified
0
Deep Reinforcement Learning for Collaborative Edge Computing in Vehicular Networks
Oct 5, 2020
Deep Reinforcement Learning
Edge-computing
—
Unverified
0
Coded Stochastic ADMM for Decentralized Consensus Optimization with Edge Computing
Oct 2, 2020
Edge-computing
—
Unverified
0
Towards Self-learning Edge Intelligence in 6G
Oct 1, 2020
Edge-computing
Self-Learning
—
Unverified
0
A Deep Learning Approach for Mobility-Aware and Energy-Efficient Resource Allocation in MEC
Oct 1, 2020
Cloud Computing
Edge-computing
—
Unverified
0
A view synthesis-based 360° VR caching system over MEC-Enabled C-RAN
Oct 1, 2020
Edge-computing
—
Unverified
0
Multi-Agent Deep Reinforcement Learning Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing
Sep 23, 2020
Deep Reinforcement Learning
Edge-computing
—
Unverified
0
Cloud2Edge Elastic AI Framework for Prototyping and Deployment of AI Inference Engines in Autonomous Vehicles
Sep 23, 2020
Autonomous Driving
Autonomous Vehicles
—
Unverified
0
When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multi-Timescale Resource Management for Multi-access Edge Computing in 5G Ultra Dense Network
Sep 22, 2020
Decision Making
Deep Reinforcement Learning
—
Unverified
0
Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning
Sep 17, 2020
Edge-computing
Knowledge Distillation
—
Unverified
0
Delay Characterization of Mobile Edge Computing for 6G Time-Sensitive Services
Sep 17, 2020
Edge-computing
—
Unverified
0
MSP: An FPGA-Specific Mixed-Scheme, Multi-Precision Deep Neural Network Quantization Framework
Sep 16, 2020
Deep Learning
Edge-computing
—
Unverified
0
ResNet-like Architecture with Low Hardware Requirements
Sep 15, 2020
Edge-computing
General Classification
Code
Code Available
0
Real-Time Execution of Large-scale Language Models on Mobile
Sep 15, 2020
CPU
Edge-computing
—
Unverified
0
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