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Edge-computing

Deep Learning on EDGE devices

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Showing 451–500 of 1279 papers

TitleStatusHype
A learning-based solution approach to the application placement problem in mobile edge computing under uncertainty—0
Distributed Multi-Objective Dynamic Offloading Scheduling for Air-Ground Cooperative MEC—0
Uncertainty Estimation in Multi-Agent Distributed Learning for AI-Enabled Edge Devices—0
FieldNet: Efficient Real-Time Shadow Removal for Enhanced Vision in Field Robotics—0
Digital Twin-assisted Reinforcement Learning for Resource-aware Microservice Offloading in Edge Computing—0
Edge Information Hub: Orchestrating Satellites, UAVs, MEC, Sensing and Communications for 6G Closed-Loop Controls—0
Optimal Policy Sparsification and Low Rank Decomposition for Deep Reinforcement Learning—0
Enhancing Automatic Modulation Recognition for IoT Applications Using Transformers—0
Edge-based Parametric Digital Twins for Intelligent Building Indoor Climate Modeling—0
Architectural Blueprint For Heterogeneity-Resilient Federated Learning—0
Maximizing Energy Charging for UAV-assisted MEC Systems with SWIPT—0
Leveraging Federated Learning and Edge Computing for Recommendation Systems within Cloud Computing Networks—0
Training Machine Learning models at the Edge: A Survey—0
DOCTOR: Dynamic On-Chip Temporal Variation Remediation Toward Self-Corrected Photonic Tensor AcceleratorsCode0
STAR-RIS Assisted Wireless-Powered and Backscattering Mobile Edge Computing Networks—0
Resilience of Entropy Model in Distributed Neural NetworksCode0
Edge Computing Enabled Real-Time Video Analysis via Adaptive Spatial-Temporal Semantic Filtering—0
CollaFuse: Navigating Limited Resources and Privacy in Collaborative Generative AICode0
The Fusion of Deep Reinforcement Learning and Edge Computing for Real-time Monitoring and Control Optimization in IoT Environments—0
MedAide: Leveraging Large Language Models for On-Premise Medical Assistance on Edge Devices—0
Oil Spill Drone: A Dataset of Drone-Captured, Segmented RGB Images for Oil Spill Detection in Port Environments—0
Computational Offloading in Semantic-Aware Cloud-Edge-End Collaborative Networks—0
Multiple Access in the Era of Distributed Computing and Edge Intelligence—0
DART: Depth-Enhanced Accurate and Real-Time Background Matting—0
Streaming IoT Data and the Quantum Edge: A Classic/Quantum Machine Learning Use Case—0
Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous Driving—0
A Framework of RIS-assisted ICSC User-centric Based Systems: Latency Optimization and Design—0
Computation Offloading for Multi-server Multi-access Edge Vehicular Networks: A DDQN-based Method—0
From Cloud to Edge: Rethinking Generative AI for Low-Resource Design Challenges—0
Hybrid Online-Offline Learning for Task Offloading in Mobile Edge Computing Systems—0
SAWEC: Sensing-Assisted Wireless Edge ComputingCode0
Federated Prompt-based Decision Transformer for Customized VR Services in Mobile Edge Computing System—0
The Role of LLMs in Sustainable Smart Cities: Applications, Challenges, and Future Directions—0
Comparison of edge computing methods in Internet of Things architectures for efficient estimation of indoor environmental parameters with Machine Learning—0
Towards Deterministic End-to-end Latency for Medical AI Systems in NVIDIA Holoscan—0
CoRaiS: Lightweight Real-Time Scheduler for Multi-Edge Cooperative Computing—0
At the Dawn of Generative AI Era: A Tutorial-cum-Survey on New Frontiers in 6G Wireless Intelligence—0
Effective Multi-Stage Training Model For Edge Computing Devices In Intrusion Detection—0
Learned Spike Encoding of the Channel Response for Low-Power Environment Sensing—0
Stitching Satellites to the Edge: Pervasive and Efficient Federated LEO Satellite Learning—0
Dynamic Transformer Architecture for Continual Learning of Multimodal Tasks—0
Learning-based sensing and computing decision for data freshness in edge computing-enabled networks—0
Edge-Computing-Enabled Deep Learning Approach for Low-Light Satellite Image EnhancementCode0
Joint User Scheduling and Computing Resource Allocation Optimization in Asynchronous Mobile Edge Computing Networks—0
A Narrative Review of Identity, Data, and Location Privacy Techniques in Edge Computing and Mobile Crowdsourcing—0
Dynamic Semantic Compression for CNN Inference in Multi-access Edge Computing: A Graph Reinforcement Learning-based Autoencoder—0
Memory Efficient Corner Detection for Event-driven Dynamic Vision Sensors—0
MicroNAS: Zero-Shot Neural Architecture Search for MCUs—0
HierSFL: Local Differential Privacy-aided Split Federated Learning in Mobile Edge Computing—0
Joint Extraction of Uyghur Medicine Knowledge with Edge Computing—0
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