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Edge-computing

Deep Learning on EDGE devices

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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
PhyCV: The First Physics-inspired Computer Vision LibraryCode2
NeuFlow: Real-time, High-accuracy Optical Flow Estimation on Robots Using Edge DevicesCode2
WidthFormer: Toward Efficient Transformer-based BEV View TransformationCode2
Slim-neck by GSConv: A lightweight-design for real-time detector architecturesCode2
Digital Twin Vehicular Edge Computing Network: Task Offloading and Resource AllocationCode2
Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edge ComputingCode2
HLSTransform: Energy-Efficient Llama 2 Inference on FPGAs Via High Level SynthesisCode2
Monocular Obstacle Avoidance Based on Inverse PPO for Fixed-wing UAVsCode2
Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System StrategiesCode2
QECO: A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning for Mobile Edge ComputingCode2
EdgeYOLO: An Edge-Real-Time Object DetectorCode2
DRLE: Decentralized Reinforcement Learning at the Edge for Traffic Light Control in the IoVCode2
FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter SharingCode1
Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Persevering EdgeIoTCode1
FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge SystemsCode1
ED-sKWS: Early-Decision Spiking Neural Networks for Rapid,and Energy-Efficient Keyword SpottingCode1
Dual‑detector Re‑optimization for Federated Weakly Supervised Video Anomaly Detection Via Adaptive Dynamic Recursive MappingCode1
Efficient Neural Network Deployment for MicrocontrollerCode1
FOOL: Addressing the Downlink Bottleneck in Satellite Computing with Neural Feature CompressionCode1
A Case For Adaptive Deep Neural Networks in Edge ComputingCode1
Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural NetworkCode1
Distilled Split Deep Neural Networks for Edge-Assisted Real-Time SystemsCode1
Efficient Human Pose Estimation via 3D Event Point CloudCode1
Energy-Efficient Blockchain-enabled User-Centric Mobile Edge ComputingCode1
ERX: A Fast Real-Time Anomaly Detection Algorithm for Hyperspectral Line ScanningCode1
Fast Adaptive Task Offloading in Edge Computing based on Meta Reinforcement LearningCode1
FedFusion: Manifold Driven Federated Learning for Multi-satellite and Multi-modality FusionCode1
Differentiable Weightless Neural NetworksCode1
DONE: Distributed Approximate Newton-type Method for Federated Edge LearningCode1
CSL-YOLO: A New Lightweight Object Detection System for Edge ComputingCode1
Convergence of Edge Computing and Deep Learning: A Comprehensive SurveyCode1
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge DevicesCode1
Drastically Reducing the Number of Trainable Parameters in Deep CNNs by Inter-layer Kernel-sharingCode1
A Credibility-aware Swarm-Federated Deep Learning Framework in Internet of VehiclesCode1
Channel-Aware Distillation Transformer for Depth Estimation on Nano DronesCode1
Computation Rate Maximization for Wireless Powered Edge Computing With Multi-User CooperationCode1
Control Aspects for Using RIS in Latency-Constrained Mobile Edge ComputingCode1
Active multi-fidelity Bayesian online changepoint detectionCode1
Cost-effective On-device Continual Learning over Memory Hierarchy with MiroCode1
Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network LatencyCode1
Nonlinear optical encoding enabled by recurrent linear scatteringCode1
Adaptive and Parallel Split Federated Learning in Vehicular Edge ComputingCode1
A Reinforcement Learning Environment for Multi-Service UAV-enabled Wireless SystemsCode1
An FPGA-based Solution for Convolution Operation AccelerationCode1
Attribution Preservation in Network Compression for Reliable Network InterpretationCode1
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AICode1
Communication-Computation Trade-Off in Resource-Constrained Edge InferenceCode1
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