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Deep Learning on EDGE devices
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Showing 26–50 of 1279 papers
Title
Date
Tasks
Status
Hype
Score
Energy-Efficient Blockchain-enabled User-Centric Mobile Edge Computing
Feb 21, 2023
Edge-computing
Code
Code Available
1
5
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
5
Communication-Efficient Federated Learning for Wireless Edge Intelligence in IoT
Jul 1, 2020
Edge-computing
Federated Learning
Code
Code Available
1
5
Communication-Computation Trade-Off in Resource-Constrained Edge Inference
Jun 3, 2020
Edge-computing
Model Compression
Code
Code Available
1
5
FedFusion: Manifold Driven Federated Learning for Multi-satellite and Multi-modality Fusion
Nov 16, 2023
Edge-computing
Federated Learning
Code
Code Available
1
5
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
5
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI
Nov 11, 2021
Cloud Computing
Edge-computing
Code
Code Available
1
5
Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems
Oct 1, 2019
Edge-computing
Image Classification
Code
Code Available
1
5
A Reinforcement Learning Environment for Multi-Service UAV-enabled Wireless Systems
May 11, 2021
Benchmarking
Edge-computing
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
Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network
Feb 3, 2021
CPU
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
A Lightweight Spatiotemporal Network for Online Eye Tracking with Event Camera
Apr 13, 2024
Edge-computing
Code
Code Available
1
5
An FPGA-based Solution for Convolution Operation Acceleration
Jun 9, 2022
Edge-computing
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
Active multi-fidelity Bayesian online changepoint detection
Mar 26, 2021
Edge-computing
Time Series
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
FastIoT -- A framework and holistic approach for rapid development of IIoT systems
Jan 31, 2022
Edge-computing
Miscellaneous
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
Adaptive and Parallel Split Federated Learning in Vehicular Edge Computing
May 29, 2024
Edge-computing
Federated Learning
Code
Code Available
1
5
Attribution Preservation in Network Compression for Reliable Network Interpretation
Oct 28, 2020
Edge-computing
Network Interpretation
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
Computation Rate Maximization for Wireless Powered Edge Computing With Multi-User Cooperation
Jan 22, 2024
Edge-computing
Code
Code Available
1
5
Channel-Aware Distillation Transformer for Depth Estimation on Nano Drones
Mar 18, 2023
Autonomous Navigation
Depth Estimation
Code
Code Available
1
5
Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency
Nov 16, 2020
Compressive Sensing
Edge-computing
Code
Code Available
1
5
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