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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 51–100 of 1279 papers

TitleStatusHype
Switch-Based Multi-Part Neural Network—0
EdgePoint2: Compact Descriptors for Superior Efficiency and Accuracy—0
A Non-Invasive Load Monitoring Method for Edge Computing Based on MobileNetV3 and Dynamic Time Regulation—0
COBRA: Algorithm-Architecture Co-optimized Binary Transformer Accelerator for Edge Inference—0
Blockchain Meets Adaptive Honeypots: A Trust-Aware Approach to Next-Gen IoT Security—0
Hadamard product in deep learning: Introduction, Advances and Challenges—0
Scalable Multi-task Edge Sensing via Task-oriented Joint Information Gathering and Broadcast—0
Hardware-Friendly Delayed-Feedback Reservoir for Multivariate Time-Series Classification—0
Real-time Object and Event Detection Service through Computer Vision and Edge Computing—0
Undermining Federated Learning Accuracy in EdgeIoT via Variational Graph Auto-Encoders—0
Adaptive Synaptogenesis Implemented on a Nanomagnetic Platform—0
Lightweight Trustworthy Distributed Clustering—0
MCP Bridge: A Lightweight, LLM-Agnostic RESTful Proxy for Model Context Protocol Servers—0
Explainability and Continual Learning meet Federated Learning at the Network Edge—0
The More is not the Merrier: Investigating the Effect of Client Size on Federated LearningCode0
Jupiter: Fast and Resource-Efficient Collaborative Inference of Generative LLMs on Edge Devices—0
Learning in Spiking Neural Networks with a Calcium-based Hebbian Rule for Spike-timing-dependent Plasticity—0
Neural Signal Compression using RAMAN tinyML Accelerator for BCI Applications—0
FedSAUC: A Similarity-Aware Update Control for Communication-Efficient Federated Learning in Edge Computing—0
Optimistic Learning for Communication Networks—0
Edge Intelligence for Wildlife Conservation: Real-Time Hornbill Call Classification Using TinyML—0
Cooperative Inference for Real-Time 3D Human Pose Estimation in Multi-Device Edge NetworksCode0
Industrial Internet Robot Collaboration System and Edge Computing Optimization—0
PolygoNet: Leveraging Simplified Polygonal Representation for Effective Image ClassificationCode0
Efficient and Sustainable Task Offloading in UAV-Assisted MEC Systems via Meta Deep Reinforcement Learning—0
Intelligent IoT Attack Detection Design via ODLLM with Feature Ranking-based Knowledge BaseCode0
UAV-Assisted MEC for Disaster Response: Stackelberg Game-Based Resource Optimization—0
Small Object Detection: A Comprehensive Survey on Challenges, Techniques and Real-World Applications—0
Multi-Agent Deep Reinforcement Learning for Safe Autonomous Driving with RICS-Assisted MEC—0
FMDConv: Fast Multi-Attention Dynamic Convolution via Speed-Accuracy Trade-off—0
Adaptive Orchestration for Inference of Large Foundation Models at the Edge—0
Advanced Relay-Based Collaborative Framework for Optimizing Synchronization in Split Federated Learning over Wireless Networks—0
Online Conformal Probabilistic Numerics via Adaptive Edge-Cloud Offloading—0
Joint ADS-B in B5G for Hierarchical UAV Networks: Performance Analysis and MEC Based Optimization—0
DeepSeek-Inspired Exploration of RL-based LLMs and Synergy with Wireless Networks: A Survey—0
Towards Hardware Supported Domain Generalization in DNN-Based Edge Computing Devices for Health Monitoring—0
Mobility-aware Seamless Service Migration and Resource Allocation in Multi-edge IoV SystemsCode0
Joint Semantic Transmission and Resource Allocation for Intelligent Computation Task Offloading in MEC Systems—0
Open-Set Gait Recognition from Sparse mmWave Radar Point CloudsCode1
Interference-Aware Edge Runtime Prediction with Conformal Matrix CompletionCode0
Empowering Edge Intelligence: A Comprehensive Survey on On-Device AI Models—0
Malware Detection at the Edge with Lightweight LLMs: A Performance Evaluation—0
Dynamic Pricing for On-Demand DNN Inference in the Edge-AI Market—0
Cloud Computing Energy Consumption Prediction Based on Kernel Extreme Learning Machine Algorithm Improved by Vector Weighted Average Algorithm—0
Ecomap: Sustainability-Driven Optimization of Multi-Tenant DNN Execution on Edge Servers—0
Multi-Agent DRL for Queue-Aware Task Offloading in Hierarchical MEC-Enabled Air-Ground Networks—0
DILEMMA: Joint LLM Quantization and Distributed LLM Inference Over Edge Computing Systems—0
LLMs are everywhere: Ubiquitous Utilization of AI Models through Air Computing—0
Research on Edge Computing and Cloud Collaborative Resource Scheduling Optimization Based on Deep Reinforcement Learning—0
Towards Routing and Edge Computing in Satellite-Terrestrial Networks: A Column Generation ApproachCode1
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