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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 101–150 of 1279 papers

TitleStatusHype
On the Convergence of FedAvg on Non-IID DataCode1
FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge SystemsCode1
Potential Game based Channel Allocation for Vehicular Edge ComputingCode1
Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network ApproachCode1
GreenKGC: A Lightweight Knowledge Graph Completion MethodCode1
Communication-Computation Trade-Off in Resource-Constrained Edge InferenceCode1
SWIFT: Mapping Sub-series with Wavelet Decomposition Improves Time Series ForecastingCode1
Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing SystemsCode1
Nonlinear optical encoding enabled by recurrent linear scatteringCode1
A Multi-Head Ensemble Multi-Task Learning Approach for Dynamical Computation OffloadingCode1
Hyperspectral Image Classification Using Deep Matrix CapsulesCode1
Microservice Deployment in Edge Computing Based on Deep Q LearningCode1
Multipath Computation Offloading for Mobile Augmented RealityCode0
Moccasin: Efficient Tensor Rematerialization for Neural NetworksCode0
MyDigitalFootprint: an extensive context dataset for pervasive computing applications at the edgeCode0
Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge ComputingCode0
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
Clustered Federated Learning via Generalized Total Variation MinimizationCode0
Learning without feedback: Fixed random learning signals allow for feedforward training of deep neural networksCode0
Interference-Aware Edge Runtime Prediction with Conformal Matrix CompletionCode0
Learnable Sparse Customization in Heterogeneous Edge ComputingCode0
Mobility-aware Seamless Service Migration and Resource Allocation in Multi-edge IoV SystemsCode0
A Feasibility Study on Indoor Localization and Multi-person Tracking Using Sparsely Distributed Camera Network with Edge ComputingCode0
Implementing efficient balanced networks with mixed-signal spike-based learning circuitsCode0
InTec: integrated things-edge computing: a framework for distributing machine learning pipelines in edge AI systemsCode0
Hybrid HMM Decoder For Convolutional Codes By Joint Trellis-Like Structure and Channel PriorCode0
A Multi-task Supervised Compression Model for Split ComputingCode0
Intelligent IoT Attack Detection Design via ODLLM with Feature Ranking-based Knowledge BaseCode0
Hardware-Efficient Deconvolution-Based GAN for Edge ComputingCode0
HawkDrive: A Transformer-driven Visual Perception System for Autonomous Driving in Night SceneCode0
Guidelines and Benchmarks for Deployment of Deep Learning Models on Smartphones as Real-Time AppsCode0
3D Harmonic Loss: Towards Task-consistent and Time-friendly 3D Object Detection on Edge for V2X OrchestrationCode0
Graph Markov Network for Traffic Forecasting with Missing DataCode0
GQFedWAvg: Optimization-Based Quantized Federated Learning in General Edge Computing SystemsCode0
ACCO: Automated Causal CNN Scheduling Optimizer for Real-Time Edge AcceleratorsCode0
Genetic CFL: Optimization of Hyper-Parameters in Clustered Federated LearningCode0
Adaptive Federated Learning in Resource Constrained Edge Computing SystemsCode0
FLeNS: Federated Learning with Enhanced Nesterov-Newton SketchCode0
FedMHO: Heterogeneous One-Shot Federated Learning Towards Resource-Constrained Edge DevicesCode0
GiPH: Generalizable Placement Learning for Adaptive Heterogeneous ComputingCode0
FedSKC: Federated Learning with Non-IID Data via Structural Knowledge CollaborationCode0
Feature Attenuation of Defective Representation Can Resolve Incomplete Masking on Anomaly DetectionCode0
FedICT: Federated Multi-task Distillation for Multi-access Edge ComputingCode0
F-Cooper: Feature based Cooperative Perception for Autonomous Vehicle Edge Computing System Using 3D Point CloudsCode0
HRNET: AI on Edge for mask detection and social distancingCode0
Endangered Alert: A Field-Validated Self-Training Scheme for Detecting and Protecting Threatened Wildlife on Roads and RoadsidesCode0
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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