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Edge-computing
Edge-computing
Deep Learning on EDGE devices
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Showing 51–75 of 1279 papers
Title
Date
Tasks
Status
Hype
Channel-Aware Distillation Transformer for Depth Estimation on Nano Drones
Mar 18, 2023
Autonomous Navigation
Depth Estimation
Code
Code Available
1
Post Quantum Secure Blockchain-based Federated Learning for Mobile Edge Computing
Feb 26, 2023
Autonomous Vehicles
Edge-computing
Code
Code Available
1
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge Computing
Feb 21, 2023
Data Compression
Edge-computing
Code
Code Available
1
Energy-Efficient Blockchain-enabled User-Centric Mobile Edge Computing
Feb 21, 2023
Edge-computing
Code
Code Available
1
Hyperspectral Image Classification Using Deep Matrix Capsules
Feb 2, 2023
Classification
Edge-computing
Code
Code Available
1
AdaptSLAM: Edge-Assisted Adaptive SLAM with Resource Constraints via Uncertainty Minimization
Jan 11, 2023
Edge-computing
Simultaneous Localization and Mapping
Code
Code Available
1
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling
Dec 6, 2022
Computational Efficiency
Dynamic neural networks
Code
Code Available
1
Drastically Reducing the Number of Trainable Parameters in Deep CNNs by Inter-layer Kernel-sharing
Oct 23, 2022
Edge-computing
image-classification
Code
Code Available
1
TransVisDrone: Spatio-Temporal Transformer for Vision-based Drone-to-Drone Detection in Aerial Videos
Oct 16, 2022
Computational Efficiency
Edge-computing
Code
Code Available
1
GreenKGC: A Lightweight Knowledge Graph Completion Method
Aug 19, 2022
Edge-computing
Knowledge Graph Completion
Code
Code Available
1
Keyword Spotting System and Evaluation of Pruning and Quantization Methods on Low-power Edge Microcontrollers
Aug 4, 2022
Edge-computing
Keyword Spotting
Code
Code Available
1
Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Asynchronous Federated and Deep Reinforcement Learning
Aug 2, 2022
Deep Reinforcement Learning
Edge-computing
Code
Code Available
1
LPYOLO: Low Precision YOLO for Face Detection on FPGA
Jul 21, 2022
CPU
Decision Making
Code
Code Available
1
Semantic Novelty Detection via Relational Reasoning
Jul 18, 2022
Autonomous Driving
Edge-computing
Code
Code Available
1
Towards On-device Domain Adaptation for Noise-Robust Keyword Spotting
Jun 13, 2022
Edge-computing
Keyword Spotting
Code
Code Available
1
Efficient Human Pose Estimation via 3D Event Point Cloud
Jun 9, 2022
3D Human Pose Estimation
Edge-computing
Code
Code Available
1
An FPGA-based Solution for Convolution Operation Acceleration
Jun 9, 2022
Edge-computing
Code
Code Available
1
FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems
May 31, 2022
BIG-bench Machine Learning
CPU
Code
Code Available
1
SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments
May 21, 2022
Edge-computing
Multi-Armed Bandits
Code
Code Available
1
Spatial Monitoring and Insect Behavioural Analysis Using Computer Vision for Precision Pollination
May 10, 2022
Edge-computing
Multi-Object Tracking
Code
Code Available
1
Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Persevering EdgeIoT
Feb 15, 2022
Deep Reinforcement Learning
Edge-computing
Code
Code Available
1
Microservice Deployment in Edge Computing Based on Deep Q Learning
Feb 11, 2022
Edge-computing
Q-Learning
Code
Code Available
1
FastIoT -- A framework and holistic approach for rapid development of IIoT systems
Jan 31, 2022
Edge-computing
Miscellaneous
Code
Code Available
1
MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems
Dec 14, 2021
Cloud Computing
Distributed Computing
Code
Code Available
1
PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing
Dec 4, 2021
Edge-computing
Fault Detection
Code
Code Available
1
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