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Edge-computing
Edge-computing
Deep Learning on EDGE devices
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Showing 76–100 of 1279 papers
Title
Date
Tasks
Status
Hype
A Fast Task Offloading Optimization Framework for IRS-Assisted Multi-Access Edge Computing System
Jul 17, 2023
Combinatorial Optimization
Edge-computing
Code
Code Available
1
A Credibility-aware Swarm-Federated Deep Learning Framework in Internet of Vehicles
Aug 9, 2021
BIG-bench Machine Learning
Edge-computing
Code
Code Available
1
Dual‑detector Re‑optimization for Federated Weakly Supervised Video Anomaly Detection Via Adaptive Dynamic Recursive Mapping
Jun 13, 2025
Anomaly Detection
Anomaly Detection In Surveillance Videos
Code
Code Available
1
Channel-Aware Distillation Transformer for Depth Estimation on Nano Drones
Mar 18, 2023
Autonomous Navigation
Depth Estimation
Code
Code Available
1
An Energy-Efficient Edge Computing Paradigm for Convolution-based Image Upsampling
Jul 15, 2021
Edge-computing
Code
Code Available
1
Age-Based Scheduling for Mobile Edge Computing: A Deep Reinforcement Learning Approach
Dec 1, 2023
Deep Reinforcement Learning
Edge-computing
Code
Code Available
1
Efficient Neural Network Deployment for Microcontroller
Jul 2, 2020
Binarization
Edge-computing
Code
Code Available
1
Active multi-fidelity Bayesian online changepoint detection
Mar 26, 2021
Edge-computing
Time Series
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
FedFusion: Manifold Driven Federated Learning for Multi-satellite and Multi-modality Fusion
Nov 16, 2023
Edge-computing
Federated Learning
Code
Code Available
1
FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing
Feb 13, 2024
Edge-computing
Federated Learning
Code
Code Available
1
GreenKGC: A Lightweight Knowledge Graph Completion Method
Aug 19, 2022
Edge-computing
Knowledge Graph Completion
Code
Code Available
1
A Multi-Head Ensemble Multi-Task Learning Approach for Dynamical Computation Offloading
Sep 2, 2023
Edge-computing
Multi-Task Learning
Code
Code Available
1
Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing Systems
Nov 20, 2020
Edge-computing
image-classification
Code
Code Available
1
An FPGA-based Solution for Convolution Operation Acceleration
Jun 9, 2022
Edge-computing
Code
Code Available
1
Adaptive and Parallel Split Federated Learning in Vehicular Edge Computing
May 29, 2024
Edge-computing
Federated 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
Machine Learning at the Network Edge: A Survey
Jul 31, 2019
BIG-bench Machine Learning
Edge-computing
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
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices
Dec 8, 2024
Edge-computing
Federated Learning
Code
Code Available
1
Networking Systems for Video Anomaly Detection: A Tutorial and Survey
May 16, 2024
Anomaly Detection
Edge-computing
Code
Code Available
1
Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks
Jul 31, 2020
Edge-computing
object-detection
Code
Code Available
1
Online Service Migration in Mobile Edge with Incomplete System Information: A Deep Recurrent Actor-Critic Learning Approach
Dec 16, 2020
Cloud Computing
Edge-computing
Code
Code Available
1
ED-sKWS: Early-Decision Spiking Neural Networks for Rapid,and Energy-Efficient Keyword Spotting
Jun 14, 2024
Edge-computing
Keyword Spotting
Code
Code Available
1
Multi-objective Deep Reinforcement Learning for Mobile Edge Computing
Jul 5, 2023
Deep Reinforcement Learning
Edge-computing
Code
Code Available
1
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