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Edge-computing

Deep Learning on EDGE devices

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Showing 651–700 of 1279 papers

TitleStatusHype
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance ScalingCode1
THOR -- A Neuromorphic Processor with 7.29G TSOP^2/mm^2Js Energy-Throughput Efficiency—0
DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep Surrogate Model—0
Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning—0
Edge Video Analytics: A Survey on Applications, Systems and Enabling Techniques—0
Probabilistic Time Series Forecasting for Adaptive Monitoring in Edge Computing Environments—0
Attention-based Feature Compression for CNN Inference Offloading in Edge Computing—0
Design and Prototyping Distributed CNN Inference Acceleration in Edge Computing—0
Benchmarking Edge Computing Devices for Grape Bunches and Trunks Detection using Accelerated Object Detection Single Shot MultiBox Deep Learning Models—0
Bi-directional Digital Twin and Edge Computing in the Metaverse—0
Enabling AI Quality Control via Feature Hierarchical Edge Inference—0
Optimal Privacy Preserving for Federated Learning in Mobile Edge Computing—0
Blue Communications for Edge Computing: the Reconfigurable Intelligent Surfaces Opportunity—0
Deep Learning based Computer Vision Methods for Complex Traffic Environments Perception: A Review—0
Framework Construction of an Adversarial Federated Transfer Learning Classifier—0
6G Mobile-Edge Empowered Metaverse: Requirements, Technologies, Challenges and Research Directions—0
Efficient Compressed Ratio Estimation Using Online Sequential Learning for Edge Computing—0
3D Harmonic Loss: Towards Task-consistent and Time-friendly 3D Object Detection on Edge for V2X OrchestrationCode0
A review of TinyML—0
A Ferroelectric Tunnel Junction-based Integrate-and-Fire Neuron—0
A Convergence Theory for Federated Average: Beyond Smoothness—0
A 5G Enabled Adaptive Computing Workflow for Greener Power Grid—0
Optimal Task Offloading Policy in Edge Computing Systems with Firm Deadlines—0
Hybrid HMM Decoder For Convolutional Codes By Joint Trellis-Like Structure and Channel PriorCode0
Graph Reinforcement Learning-based CNN Inference Offloading in Dynamic Edge Computing—0
Deep Edge Intelligence: Architecture, Key Features, Enabling Technologies and Challenges—0
Drastically Reducing the Number of Trainable Parameters in Deep CNNs by Inter-layer Kernel-sharingCode1
Frequency of Interest-based Noise Attenuation Method to Improve Anomaly Detection Performance—0
TransVisDrone: Spatio-Temporal Transformer for Vision-based Drone-to-Drone Detection in Aerial VideosCode1
Load-aware Dynamic Partition of Deep Neutral Networks for Multi-User Offloading—0
Microscopy is All You Need—0
Energy-Efficient Deployment of Machine Learning Workloads on Neuromorphic Hardware—0
Streaming Video Analytics On The Edge With Asynchronous Cloud Support—0
Opportunities for Intelligent Reflecting Surfaces in 6G-Empowered V2X Communications—0
FIRE: A Failure-Adaptive Reinforcement Learning Framework for Edge Computing Migrations—0
Mobile Edge Computing, Metaverse, 6G Wireless Communications, Artificial Intelligence, and Blockchain: Survey and Their Convergence—0
Google Coral-based edge computing person reidentification using human parsing combined with analytical method—0
IRS Assisted NOMA Aided Mobile Edge Computing with Queue Stability: Heterogeneous Multi-Agent Reinforcement Learning—0
An Edge Architecture Oriented Model Predictive Control Scheme for an Autonomous UAV Mission—0
Deep Reinforcement Learning for Task Offloading in UAV-Aided Smart Farm Networks—0
NanoFlowNet: Real-time Dense Optical Flow on a Nano Quadcopter—0
Vectorized Adjoint Sensitivity Method for Graph Convolutional Neural Ordinary Differential Equations—0
Machine Learning Sensors for Diagnosis of COVID-19 Disease Using Routine Blood Values for Internet of Things Application—0
To Compute or not to Compute? Adaptive Smart Sensing in Resource-Constrained Edge ComputingCode0
Active Reconfigurable Intelligent Surface for Mobile Edge Computing—0
Control-Oriented Power Allocation for Integrated Satellite-UAV Networks—0
Joint Optimization of Resource Allocation, Phase Shift and UAV Trajectory for Energy-Efficient RIS-Assisted UAV-Enabled MEC Systems—0
A Comprehensive Survey on Aerial Mobile Edge Computing: Challenges, State-of-the-Art, and Future Directions—0
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey—0
GreenKGC: A Lightweight Knowledge Graph Completion MethodCode1
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