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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 201–250 of 1279 papers

TitleStatusHype
TS-ACL: Closed-Form Solution for Time Series-oriented Continual Learning—0
Representation Similarity: A Better Guidance of DNN Layer Sharing for Edge Computing without Training—0
RSSI-Assisted CSI-Based Passenger Counting with Multiple Wi-Fi Receivers—0
Differentiable Weightless Neural NetworksCode1
Improving accuracy and convergence of federated learning edge computing methods for generalized DER forecasting applications in power grid—0
An Ensemble Scheme for Proactive Dominant Data Migration of Pervasive Tasks at the Edge—0
Edge AI Collaborative Learning: Bayesian Approaches to Uncertainty Estimation—0
Efficient Multi-Object Tracking on Edge Devices via Reconstruction-Based Channel Pruning—0
Towards AI-Native Software Engineering (SE 3.0): A Vision and a Challenge Roadmap—0
Variable Resolution Pixel Quantization for Low Power Machine Vision Application on Edge—0
A 9T4R RRAM-Based ACAM for Analogue Template Matching at the Edge—0
Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Unveiling AI's Potential Through Tools, Techniques, and Applications—0
A Novel Framework of Horizontal-Vertical Hybrid Federated Learning for EdgeIoT—0
IoV-Oriented Integrated Sensing, Computation, and Communication: System Design and Resource Allocation—0
Efficient Driving Behavior Narration and Reasoning on Edge Device Using Large Language Models—0
Resource Allocation for Stable LLM Training in Mobile Edge Computing—0
Energy-Efficient Computation with DVFS using Deep Reinforcement Learning for Multi-Task Systems in Edge Computing—0
Asynchronous Fractional Multi-Agent Deep Reinforcement Learning for Age-Minimal Mobile Edge Computing—0
Benchmarking Deep Learning Models for Object Detection on Edge Computing Devices—0
Joint Long-Term Processed Task and Communication Delay Optimization in UAV-Assisted MEC Systems Using DQN—0
Mean Age of Information in Partial Offloading Mobile Edge Computing Networks—0
Energy-Efficient Multi-UAV-Enabled MEC Systems over Space-Air-Ground Integrated Networks—0
FLeNS: Federated Learning with Enhanced Nesterov-Newton SketchCode0
SHFL: Secure Hierarchical Federated Learning Framework for Edge Networks—0
A Realistic Simulation Framework for Analog/Digital Neuromorphic Architectures—0
Delay Minimization for Movable Antennas-Enabled Anti-Jamming Communications With Mobile Edge Computing—0
Exploring Scaling Laws for Local SGD in Large Language Model Training—0
Enhancing TinyBERT for Financial Sentiment Analysis Using GPT-Augmented FinBERT DistillationCode0
Hyperspectral Image Classification Based on Faster Residual Multi-branch Spiking Neural Network—0
Machine listening in a neonatal intensive care unit—0
OIDM: An Observability-based Intelligent Distributed Edge Sensing Method for Industrial Cyber-Physical Systems—0
Real-time Multi-view Omnidirectional Depth Estimation System for Robots and Autonomous Driving on Real Scenes—0
Tera-SpaceCom: GNN-based Deep Reinforcement Learning for Joint Resource Allocation and Task Offloading in TeraHertz Band Space Networks—0
A Wearable Multi-Modal Edge-Computing System for Real-Time Kitchen Activity Recognition—0
Predictive Coding with Spiking Neural Networks: a Survey—0
InstInfer: In-Storage Attention Offloading for Cost-Effective Long-Context LLM Inference—0
TS-EoH: An Edge Server Task Scheduling Algorithm Based on Evolution of Heuristic—0
Brain-Inspired Online Adaptation for Remote Sensing with Spiking Neural Network—0
Edge AI: Evaluation of Model Compression Techniques for Convolutional Neural Networks—0
Towards General Industrial Intelligence: A Survey of Continual Large Models in Industrial IoT—0
Two-Timescale Synchronization and Migration for Digital Twin Networks: A Multi-Agent Deep Reinforcement Learning Approach—0
SafeTail: Efficient Tail Latency Optimization in Edge Service Scheduling via Computational Redundancy Management—0
Joint Offloading and Beamforming Design in Integrating Sensing, Communication, and Computing Systems: A Distributed Approach—0
CGRA4ML: A Framework to Implement Modern Neural Networks for Scientific Edge Computing—0
Emulating Brain-like Rapid Learning in Neuromorphic Edge ComputingCode0
ERX: A Fast Real-Time Anomaly Detection Algorithm for Hyperspectral Line ScanningCode1
DRL-Based Federated Self-Supervised Learning for Task Offloading and Resource Allocation in ISAC-Enabled Vehicle Edge ComputingCode1
A Lightweight Human Pose Estimation Approach for Edge Computing-Enabled Metaverse with Compressive Sensing—0
MONAS: Efficient Zero-Shot Neural Architecture Search for MCUs—0
A proof of contribution in blockchain using game theoretical deep learning model—0
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