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Deep Learning on EDGE devices
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Showing 76–100 of 1279 papers
Title
Date
Tasks
Status
Hype
Score
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
5
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
5
Mobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile Robots
Nov 21, 2023
Boundary Detection
Edge-computing
Code
Code Available
1
5
FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing
Feb 13, 2024
Edge-computing
Federated Learning
Code
Code Available
1
5
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices
Dec 8, 2024
Edge-computing
Federated Learning
Code
Code Available
1
5
Age-Based Scheduling for Mobile Edge Computing: A Deep Reinforcement Learning Approach
Dec 1, 2023
Deep Reinforcement Learning
Edge-computing
Code
Code Available
1
5
Communication-Efficient Federated Learning for Wireless Edge Intelligence in IoT
Jul 1, 2020
Edge-computing
Federated Learning
Code
Code Available
1
5
Active multi-fidelity Bayesian online changepoint detection
Mar 26, 2021
Edge-computing
Time Series
Code
Code Available
1
5
Control Aspects for Using RIS in Latency-Constrained Mobile Edge Computing
Dec 19, 2023
Edge-computing
Code
Code Available
1
5
Cost-effective On-device Continual Learning over Memory Hierarchy with Miro
Aug 11, 2023
Continual Learning
Edge-computing
Code
Code Available
1
5
CSL-YOLO: A New Lightweight Object Detection System for Edge Computing
Jul 10, 2021
Edge-computing
object-detection
Code
Code Available
1
5
A Lightweight Spatiotemporal Network for Online Eye Tracking with Event Camera
Apr 13, 2024
Edge-computing
Code
Code Available
1
5
A Multi-Head Ensemble Multi-Task Learning Approach for Dynamical Computation Offloading
Sep 2, 2023
Edge-computing
Multi-Task Learning
Code
Code Available
1
5
An Energy-Efficient Edge Computing Paradigm for Convolution-based Image Upsampling
Jul 15, 2021
Edge-computing
Code
Code Available
1
5
Nonlinear optical encoding enabled by recurrent linear scattering
Jul 17, 2023
Data Compression
Decoder
Code
Code Available
1
5
Adaptive and Parallel Split Federated Learning in Vehicular Edge Computing
May 29, 2024
Edge-computing
Federated Learning
Code
Code Available
1
5
FastIoT -- A framework and holistic approach for rapid development of IIoT systems
Jan 31, 2022
Edge-computing
Miscellaneous
Code
Code Available
1
5
FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems
May 31, 2022
BIG-bench Machine Learning
CPU
Code
Code Available
1
5
Differentiable Weightless Neural Networks
Oct 14, 2024
Edge-computing
Code
Code Available
1
5
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling
Dec 6, 2022
Computational Efficiency
Dynamic neural networks
Code
Code Available
1
5
DONE: Distributed Approximate Newton-type Method for Federated Edge Learning
Dec 10, 2020
Edge-computing
Vocal Bursts Type Prediction
Code
Code Available
1
5
DRL-Based Federated Self-Supervised Learning for Task Offloading and Resource Allocation in ISAC-Enabled Vehicle Edge Computing
Aug 27, 2024
CPU
Edge-computing
Code
Code Available
1
5
Networking Systems for Video Anomaly Detection: A Tutorial and Survey
May 16, 2024
Anomaly Detection
Edge-computing
Code
Code Available
1
5
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI
Nov 11, 2021
Cloud Computing
Edge-computing
Code
Code Available
1
5
Reconfigurable Intelligent Surface Aided Vehicular Edge Computing: Joint Phase-shift Optimization and Multi-User Power Allocation
Jul 18, 2024
Deep Reinforcement Learning
Edge-computing
Code
Code Available
1
5
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