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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 601–650 of 1279 papers

TitleStatusHype
Optimizing Federated Learning in LEO Satellite Constellations via Intra-Plane Model Propagation and Sink Satellite Scheduling—0
Post Quantum Secure Blockchain-based Federated Learning for Mobile Edge ComputingCode1
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge ComputingCode1
Energy-Efficient Blockchain-enabled User-Centric Mobile Edge ComputingCode1
FederatedTrust: A Solution for Trustworthy Federated Learning—0
A Pervasive Framework for Human Detection and Tracking—0
ViTA: A Vision Transformer Inference Accelerator for Edge Applications—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
A Comprehensive Review and a Taxonomy of Edge Machine Learning: Requirements, Paradigms, and Techniques—0
EdgeYOLO: An Edge-Real-Time Object DetectorCode2
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
Hyperspectral Image Classification Using Deep Matrix CapsulesCode1
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
V2N Service Scaling with Deep Reinforcement Learning—0
SMDP-Based Dynamic Batching for Efficient Inference on GPU-Based Platforms—0
PhyCV: The First Physics-inspired Computer Vision LibraryCode2
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
AdaptSLAM: Edge-Assisted Adaptive SLAM with Resource Constraints via Uncertainty MinimizationCode1
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
In-situ monitoring additive manufacturing process with AI edge computing—0
SAFEMYRIDES: Application of Decentralized Control Edge-Computing to Ridesharing Monitoring Services—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
PRISM: Privacy Preserving Healthcare Internet of Things Security Management—0
Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge ComputingCode0
High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments—0
Unified, User and Task (UUT) Centered Artificial Intelligence for Metaverse Edge Computing—0
Mist and Edge Computing Cyber-Physical Human-Centered Systems for Industry 5.0: A Cost-Effective IoT Thermal Imaging Safety System—0
Edge Computing for Semantic Communication Enabled Metaverse: An Incentive Mechanism Design—0
EEG Opto-processor: epileptic seizure detection using diffractive photonic computing units—0
Vicious Classifiers: Assessing Inference-time Data Reconstruction Risk in Edge ComputingCode0
Toward Multi-Service Edge-Intelligence Paradigm: Temporal-Adaptive Prediction for Time-Critical Control over Wireless—0
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