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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 101–150 of 1279 papers

TitleStatusHype
Control Aspects for Using RIS in Latency-Constrained Mobile Edge ComputingCode1
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge ComputingCode1
CSL-YOLO: A New Lightweight Object Detection System for Edge ComputingCode1
A Lightweight Spatiotemporal Network for Online Eye Tracking with Event CameraCode1
On the Convergence of FedAvg on Non-IID DataCode1
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance ScalingCode1
Potential Game based Channel Allocation for Vehicular Edge ComputingCode1
Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network ApproachCode1
Supervised Compression for Resource-Constrained Edge Computing SystemsCode1
A Multi-Head Ensemble Multi-Task Learning Approach for Dynamical Computation OffloadingCode1
SECDA: Efficient Hardware/Software Co-Design of FPGA-based DNN Accelerators for Edge InferenceCode1
A Reinforcement Learning Environment for Multi-Service UAV-enabled Wireless SystemsCode1
MyDigitalFootprint: an extensive context dataset for pervasive computing applications at the edgeCode0
Multipath Computation Offloading for Mobile Augmented RealityCode0
Mobility-aware Seamless Service Migration and Resource Allocation in Multi-edge IoV SystemsCode0
An effective and efficient green federated learning method for one-layer neural networksCode0
An Edge Computing-Based Solution for Real-Time Leaf Disease Classification using Thermal ImagingCode0
ACDnet: An action detection network for real-time edge computing based on flow-guided feature approximation and memory aggregationCode0
Moccasin: Efficient Tensor Rematerialization for Neural NetworksCode0
Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge ComputingCode0
Learning without feedback: Fixed random learning signals allow for feedforward training of deep neural networksCode0
Interference-Aware Edge Runtime Prediction with Conformal Matrix CompletionCode0
Intelligent IoT Attack Detection Design via ODLLM with Feature Ranking-based Knowledge BaseCode0
A Feasibility Study on Indoor Localization and Multi-person Tracking Using Sparsely Distributed Camera Network with Edge ComputingCode0
A Multi-task Supervised Compression Model for Split ComputingCode0
Clustered Federated Learning via Generalized Total Variation MinimizationCode0
InTec: integrated things-edge computing: a framework for distributing machine learning pipelines in edge AI systemsCode0
Learnable Sparse Customization in Heterogeneous Edge ComputingCode0
U-TOE: Universal TinyML On-board Evaluation Toolkit for Low-Power IoTCode0
HRNET: AI on Edge for mask detection and social distancingCode0
HawkDrive: A Transformer-driven Visual Perception System for Autonomous Driving in Night SceneCode0
3D Harmonic Loss: Towards Task-consistent and Time-friendly 3D Object Detection on Edge for V2X OrchestrationCode0
Hybrid HMM Decoder For Convolutional Codes By Joint Trellis-Like Structure and Channel PriorCode0
Guidelines and Benchmarks for Deployment of Deep Learning Models on Smartphones as Real-Time AppsCode0
ACCO: Automated Causal CNN Scheduling Optimizer for Real-Time Edge AcceleratorsCode0
Hardware-Efficient Deconvolution-Based GAN for Edge ComputingCode0
Adaptive Federated Learning in Resource Constrained Edge Computing SystemsCode0
Genetic CFL: Optimization of Hyper-Parameters in Clustered Federated LearningCode0
FLeNS: Federated Learning with Enhanced Nesterov-Newton SketchCode0
GiPH: Generalizable Placement Learning for Adaptive Heterogeneous ComputingCode0
GQFedWAvg: Optimization-Based Quantized Federated Learning in General Edge Computing SystemsCode0
FedMHO: Heterogeneous One-Shot Federated Learning Towards Resource-Constrained Edge DevicesCode0
FedSKC: Federated Learning with Non-IID Data via Structural Knowledge CollaborationCode0
FedICT: Federated Multi-task Distillation for Multi-access Edge ComputingCode0
Graph Markov Network for Traffic Forecasting with Missing DataCode0
Implementing efficient balanced networks with mixed-signal spike-based learning circuitsCode0
Online Caching with no Regret: Optimistic Learning via RecommendationsCode0
Enhancing TinyBERT for Financial Sentiment Analysis Using GPT-Augmented FinBERT DistillationCode0
Enhancing Network Slicing Architectures with Machine Learning, Security, Sustainability and Experimental Networks IntegrationCode0
Emulating Brain-like Rapid Learning in Neuromorphic Edge ComputingCode0
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