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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 651–700 of 1279 papers

TitleStatusHype
Efficient Parallel Split Learning over Resource-constrained Wireless Edge Networks—0
Edge-Based Video Analytics: A Survey—0
TinyML: Tools, Applications, Challenges, and Future Research Directions—0
Federated Learning for Metaverse: A Survey—0
Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms—0
Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks—0
EarCough: Enabling Continuous Subject Cough Event Detection on Hearables—0
Crowd Counting with Online Knowledge Learning—0
Towards Commonsense Knowledge based Fuzzy Systems for Supporting Size-Related Fine-Grained Object DetectionCode0
Artificial Intelligence based drone for early disease detection and precision pesticide management in cashew farming—0
Robust Trajectory and Offloading for Energy-Efficient UAV Edge Computing in Industrial Internet of Things—0
Distributed Learning Meets 6G: A Communication and Computing Perspective—0
A Unified Momentum-based Paradigm of Decentralized SGD for Non-Convex Models and Heterogeneous Data—0
Semi-decentralized Inference in Heterogeneous Graph Neural Networks for Traffic Demand Forecasting: An Edge-Computing ApproachCode0
Tiny Classifier Circuits: Evolving Accelerators for Tabular Data—0
Edge computing on TPU for brain implant signal analysisCode0
Optimizing Federated Learning in LEO Satellite Constellations via Intra-Plane Model Propagation and Sink Satellite Scheduling—0
FederatedTrust: A Solution for Trustworthy Federated Learning—0
Virtualization of Tiny Embedded Systems with a robust real-time capable and extensible Stack Virtual Machine REXAVM supporting Material-integrated Intelligent Systems and Tiny Machine Learning—0
ViTA: A Vision Transformer Inference Accelerator for Edge Applications—0
A Pervasive Framework for Human Detection and Tracking—0
A Comprehensive Review and a Taxonomy of Edge Machine Learning: Requirements, Paradigms, and Techniques—0
Energy Efficient Computation Offloading in Aerial Edge Networks With Multi-Agent Cooperation—0
To Risk or Not to Risk: Learning with Risk Quantification for IoT Task Offloading in UAVs—0
A Bandit Approach to Online Pricing for Heterogeneous Edge Resource Allocation—0
EnergyShield: Provably-Safe Offloading of Neural Network Controllers for Energy Efficiency—0
Enhance Local Consistency in Federated Learning: A Multi-Step Inertial Momentum Approach—0
On Achieving Privacy-Preserving State-of-the-Art Edge Intelligence—0
Differentially Private Deep Q-Learning for Pattern Privacy Preservation in MEC Offloading—0
Intelligent Proactive Fault Tolerance at the Edge through Resource Usage Prediction—0
Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey—0
LesionAid: Vision Transformers-based Skin Lesion Generation and Classification—0
Energy-Efficient Vehicular Edge Computing with One-by-one Access Scheme—0
Scheduling Inference Workloads on Distributed Edge Clusters with Reinforcement Learning—0
SMDP-Based Dynamic Batching for Efficient Inference on GPU-Based Platforms—0
V2N Service Scaling with Deep Reinforcement Learning—0
Anticipate, Ensemble and Prune: Improving Convolutional Neural Networks via Aggregated Early Exits—0
Time-sensitive Learning for Heterogeneous Federated Edge Intelligence—0
PCBDet: An Efficient Deep Neural Network Object Detection Architecture for Automatic PCB Component Detection on the Edge—0
Resource Optimization for Semantic-Aware Networks with Task Offloading—0
HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association—0
Optimization of the energy efficiency in Smart Internet of Vehicles assisted by MEC—0
Marine IoT Systems with Space-Air-Sea Integrated Networks: Hybrid LEO and UAV Edge Computing—0
Energy Disaggregation & Appliance Identification in a Smart Home: Transfer Learning enables Edge Computing—0
SAFEMYRIDES: Application of Decentralized Control Edge-Computing to Ridesharing Monitoring Services—0
In-situ monitoring additive manufacturing process with AI edge computing—0
FedICT: Federated Multi-task Distillation for Multi-access Edge ComputingCode0
Accuracy-Guaranteed Collaborative DNN Inference in Industrial IoT via Deep Reinforcement Learning—0
How to Share: Balancing Layer and Chain Sharing in Industrial Microservice Deployment—0
Need of 6G for the Metaverse Realization—0
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