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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 51–75 of 1279 papers

TitleStatusHype
A Fast Task Offloading Optimization Framework for IRS-Assisted Multi-Access Edge Computing SystemCode1
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance ScalingCode1
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge DevicesCode1
Hyperspectral Image Classification Using Deep Matrix CapsulesCode1
MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing SystemsCode1
Microservice Deployment in Edge Computing Based on Deep Q LearningCode1
Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Asynchronous Federated and Deep Reinforcement LearningCode1
Drastically Reducing the Number of Trainable Parameters in Deep CNNs by Inter-layer Kernel-sharingCode1
Control Aspects for Using RIS in Latency-Constrained Mobile Edge ComputingCode1
Communication-Computation Trade-Off in Resource-Constrained Edge InferenceCode1
Online Service Migration in Mobile Edge with Incomplete System Information: A Deep Recurrent Actor-Critic Learning ApproachCode1
On the Convergence of FedAvg on Non-IID DataCode1
Convergence of Edge Computing and Deep Learning: A Comprehensive SurveyCode1
An FPGA-based Solution for Convolution Operation AccelerationCode1
An Energy-Efficient Edge Computing Paradigm for Convolution-based Image UpsamplingCode1
A Reinforcement Learning Environment for Multi-Service UAV-enabled Wireless SystemsCode1
Channel-Aware Distillation Transformer for Depth Estimation on Nano DronesCode1
A Lightweight Spatiotemporal Network for Online Eye Tracking with Event CameraCode1
Communication-Efficient Federated Learning for Wireless Edge Intelligence in IoTCode1
Computation Rate Maximization for Wireless Powered Edge Computing With Multi-User CooperationCode1
FastIoT -- A framework and holistic approach for rapid development of IIoT systemsCode1
CSL-YOLO: A New Lightweight Object Detection System for Edge ComputingCode1
Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network LatencyCode1
Nonlinear optical encoding enabled by recurrent linear scatteringCode1
A Multi-Head Ensemble Multi-Task Learning Approach for Dynamical Computation OffloadingCode1
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