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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 351–400 of 1279 papers

TitleStatusHype
Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion ModelCode0
David and Goliath: An Empirical Evaluation of Attacks and Defenses for QNNs at the Deep EdgeCode0
A Two Time-Scale Joint Optimization Approach for UAV-assisted MEC—0
HawkDrive: A Transformer-driven Visual Perception System for Autonomous Driving in Night SceneCode0
Distributed Task Offloading and Resource Allocation for Latency Minimization in Mobile Edge Computing Networks—0
SDPose: Tokenized Pose Estimation via Circulation-Guide Self-DistillationCode1
DNN Memory Footprint Reduction via Post-Training Intra-Layer Multi-Precision Quantization—0
Driving Intelligent IoT Monitoring and Control through Cloud Computing and Machine Learning—0
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature CompressionCode1
TJCCT: A Two-timescale Approach for UAV-assisted Mobile Edge Computing—0
Blockchain-based Pseudonym Management for Vehicle Twin Migrations in Vehicular Edge Metaverse—0
AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks—0
Digital Twin-Empowered Task Assignment in Aerial MEC Network: A Resource Coalition Cooperation Approach with Generative Model—0
A learning-based solution approach to the application placement problem in mobile edge computing under uncertainty—0
Distributed Multi-Objective Dynamic Offloading Scheduling for Air-Ground Cooperative MEC—0
NeuFlow: Real-time, High-accuracy Optical Flow Estimation on Robots Using Edge DevicesCode2
Uncertainty Estimation in Multi-Agent Distributed Learning for AI-Enabled Edge Devices—0
Digital Twin-assisted Reinforcement Learning for Resource-aware Microservice Offloading in Edge Computing—0
FieldNet: Efficient Real-Time Shadow Removal for Enhanced Vision in Field Robotics—0
Edge Information Hub: Orchestrating Satellites, UAVs, MEC, Sensing and Communications for 6G Closed-Loop Controls—0
Real-Time Multimodal Cognitive Assistant for Emergency Medical ServicesCode1
Optimal Policy Sparsification and Low Rank Decomposition for Deep Reinforcement Learning—0
Enhancing Automatic Modulation Recognition for IoT Applications Using Transformers—0
Architectural Blueprint For Heterogeneity-Resilient Federated Learning—0
Edge-based Parametric Digital Twins for Intelligent Building Indoor Climate Modeling—0
Maximizing Energy Charging for UAV-assisted MEC Systems with SWIPT—0
STAR-RIS Assisted Wireless-Powered and Backscattering Mobile Edge Computing Networks—0
Training Machine Learning models at the Edge: A Survey—0
DOCTOR: Dynamic On-Chip Temporal Variation Remediation Toward Self-Corrected Photonic Tensor AcceleratorsCode0
Leveraging Federated Learning and Edge Computing for Recommendation Systems within Cloud Computing Networks—0
Resilience of Entropy Model in Distributed Neural NetworksCode0
Edge Computing Enabled Real-Time Video Analysis via Adaptive Spatial-Temporal Semantic Filtering—0
CollaFuse: Navigating Limited Resources and Privacy in Collaborative Generative AICode0
The Fusion of Deep Reinforcement Learning and Edge Computing for Real-time Monitoring and Control Optimization in IoT Environments—0
MedAide: Leveraging Large Language Models for On-Premise Medical Assistance on Edge Devices—0
Oil Spill Drone: A Dataset of Drone-Captured, Segmented RGB Images for Oil Spill Detection in Port Environments—0
Computational Offloading in Semantic-Aware Cloud-Edge-End Collaborative Networks—0
Multiple Access in the Era of Distributed Computing and Edge Intelligence—0
DART: Depth-Enhanced Accurate and Real-Time Background Matting—0
Streaming IoT Data and the Quantum Edge: A Classic/Quantum Machine Learning Use Case—0
Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous Driving—0
Computation Offloading for Multi-server Multi-access Edge Vehicular Networks: A DDQN-based Method—0
A Framework of RIS-assisted ICSC User-centric Based Systems: Latency Optimization and Design—0
From Cloud to Edge: Rethinking Generative AI for Low-Resource Design Challenges—0
Hybrid Online-Offline Learning for Task Offloading in Mobile Edge Computing Systems—0
Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edge ComputingCode2
SAWEC: Sensing-Assisted Wireless Edge ComputingCode0
Federated Prompt-based Decision Transformer for Customized VR Services in Mobile Edge Computing System—0
FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter SharingCode1
Comparison of edge computing methods in Internet of Things architectures for efficient estimation of indoor environmental parameters with Machine Learning—0
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