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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 51–100 of 1279 papers

TitleStatusHype
Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural NetworkCode1
ED-sKWS: Early-Decision Spiking Neural Networks for Rapid,and Energy-Efficient Keyword SpottingCode1
Channel-Aware Distillation Transformer for Depth Estimation on Nano DronesCode1
SDPose: Tokenized Pose Estimation via Circulation-Guide Self-DistillationCode1
Microservice Deployment in Edge Computing Based on Deep Q LearningCode1
Efficient Human Pose Estimation via 3D Event Point CloudCode1
Efficient Neural Network Deployment for MicrocontrollerCode1
Fast Adaptive Task Offloading in Edge Computing based on Meta Reinforcement LearningCode1
Machine Learning at the Network Edge: A SurveyCode1
AdaptSLAM: Edge-Assisted Adaptive SLAM with Resource Constraints via Uncertainty MinimizationCode1
Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Persevering EdgeIoTCode1
ERX: A Fast Real-Time Anomaly Detection Algorithm for Hyperspectral Line ScanningCode1
Hyperspectral Image Classification Using Deep Matrix CapsulesCode1
MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing SystemsCode1
Multi-objective Deep Reinforcement Learning for Mobile Edge ComputingCode1
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge ComputingCode1
A Reinforcement Learning Environment for Multi-Service UAV-enabled Wireless SystemsCode1
GreenKGC: A Lightweight Knowledge Graph Completion MethodCode1
Attribution Preservation in Network Compression for Reliable Network InterpretationCode1
An FPGA-based Solution for Convolution Operation AccelerationCode1
Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing SystemsCode1
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature CompressionCode1
Keyword Spotting System and Evaluation of Pruning and Quantization Methods on Low-power Edge MicrocontrollersCode1
LPYOLO: Low Precision YOLO for Face Detection on FPGACode1
FedFusion: Manifold Driven Federated Learning for Multi-satellite and Multi-modality FusionCode1
A Fast Task Offloading Optimization Framework for IRS-Assisted Multi-Access Edge Computing SystemCode1
A Credibility-aware Swarm-Federated Deep Learning Framework in Internet of VehiclesCode1
Mobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile RobotsCode1
FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter SharingCode1
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge DevicesCode1
Age-Based Scheduling for Mobile Edge Computing: A Deep Reinforcement Learning ApproachCode1
Communication-Efficient Federated Learning for Wireless Edge Intelligence in IoTCode1
Active multi-fidelity Bayesian online changepoint detectionCode1
Control Aspects for Using RIS in Latency-Constrained Mobile Edge ComputingCode1
Cost-effective On-device Continual Learning over Memory Hierarchy with MiroCode1
CSL-YOLO: A New Lightweight Object Detection System for Edge ComputingCode1
A Lightweight Spatiotemporal Network for Online Eye Tracking with Event CameraCode1
A Multi-Head Ensemble Multi-Task Learning Approach for Dynamical Computation OffloadingCode1
An Energy-Efficient Edge Computing Paradigm for Convolution-based Image UpsamplingCode1
Nonlinear optical encoding enabled by recurrent linear scatteringCode1
Adaptive and Parallel Split Federated Learning in Vehicular Edge ComputingCode1
FastIoT -- A framework and holistic approach for rapid development of IIoT systemsCode1
FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge SystemsCode1
Differentiable Weightless Neural NetworksCode1
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance ScalingCode1
DONE: Distributed Approximate Newton-type Method for Federated Edge LearningCode1
DRL-Based Federated Self-Supervised Learning for Task Offloading and Resource Allocation in ISAC-Enabled Vehicle Edge ComputingCode1
Networking Systems for Video Anomaly Detection: A Tutorial and SurveyCode1
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AICode1
Reconfigurable Intelligent Surface Aided Vehicular Edge Computing: Joint Phase-shift Optimization and Multi-User Power AllocationCode1
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