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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 1–50 of 1279 papers

TitleStatusHype
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object DetectionCode7
Efficient Multimodal Large Language Models: A SurveyCode3
Spectral Pruning for Recurrent Neural NetworksCode3
Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System StrategiesCode2
Monocular Obstacle Avoidance Based on Inverse PPO for Fixed-wing UAVsCode2
Digital Twin Vehicular Edge Computing Network: Task Offloading and Resource AllocationCode2
HLSTransform: Energy-Efficient Llama 2 Inference on FPGAs Via High Level SynthesisCode2
NeuFlow: Real-time, High-accuracy Optical Flow Estimation on Robots Using Edge DevicesCode2
Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edge ComputingCode2
WidthFormer: Toward Efficient Transformer-based BEV View TransformationCode2
QECO: A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning for Mobile Edge ComputingCode2
EdgeYOLO: An Edge-Real-Time Object DetectorCode2
PhyCV: The First Physics-inspired Computer Vision LibraryCode2
Slim-neck by GSConv: A lightweight-design for real-time detector architecturesCode2
DRLE: Decentralized Reinforcement Learning at the Edge for Traffic Light Control in the IoVCode2
Dual‑detector Re‑optimization for Federated Weakly Supervised Video Anomaly Detection Via Adaptive Dynamic Recursive MappingCode1
Open-Set Gait Recognition from Sparse mmWave Radar Point CloudsCode1
Towards Routing and Edge Computing in Satellite-Terrestrial Networks: A Column Generation ApproachCode1
SWIFT: Mapping Sub-series with Wavelet Decomposition Improves Time Series ForecastingCode1
Split Federated Learning Empowered Vehicular Edge Intelligence: Concept, Adaptive Design, and Future DirectionsCode1
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge DevicesCode1
Differentiable Weightless Neural NetworksCode1
DRL-Based Federated Self-Supervised Learning for Task Offloading and Resource Allocation in ISAC-Enabled Vehicle Edge ComputingCode1
ERX: A Fast Real-Time Anomaly Detection Algorithm for Hyperspectral Line ScanningCode1
Reconfigurable Intelligent Surface Aided Vehicular Edge Computing: Joint Phase-shift Optimization and Multi-User Power AllocationCode1
Resource Allocation for Twin Maintenance and Computing Task Processing in Digital Twin Vehicular Edge Computing NetworkCode1
Towards Audio Codec-based Speech SeparationCode1
Reconfigurable Intelligent Surface Assisted VEC Based on Multi-Agent Reinforcement LearningCode1
ED-sKWS: Early-Decision Spiking Neural Networks for Rapid,and Energy-Efficient Keyword SpottingCode1
Adaptive and Parallel Split Federated Learning in Vehicular Edge ComputingCode1
Networking Systems for Video Anomaly Detection: A Tutorial and SurveyCode1
A Lightweight Spatiotemporal Network for Online Eye Tracking with Event CameraCode1
SDPose: Tokenized Pose Estimation via Circulation-Guide Self-DistillationCode1
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature CompressionCode1
Real-Time Multimodal Cognitive Assistant for Emergency Medical ServicesCode1
FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter SharingCode1
Computation Rate Maximization for Wireless Powered Edge Computing With Multi-User CooperationCode1
Control Aspects for Using RIS in Latency-Constrained Mobile Edge ComputingCode1
Towards Decentralized Task Offloading and Resource Allocation in User-Centric Mobile Edge ComputingCode1
Age-Based Scheduling for Mobile Edge Computing: A Deep Reinforcement Learning ApproachCode1
Mobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile RobotsCode1
FedFusion: Manifold Driven Federated Learning for Multi-satellite and Multi-modality FusionCode1
Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLOCode1
A Multi-Head Ensemble Multi-Task Learning Approach for Dynamical Computation OffloadingCode1
Cost-effective On-device Continual Learning over Memory Hierarchy with MiroCode1
A Fast Task Offloading Optimization Framework for IRS-Assisted Multi-Access Edge Computing SystemCode1
Nonlinear optical encoding enabled by recurrent linear scatteringCode1
Multi-objective Deep Reinforcement Learning for Mobile Edge ComputingCode1
Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network ApproachCode1
RESPECT: Reinforcement Learning based Edge Scheduling on Pipelined Coral Edge TPUsCode1
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