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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 401–425 of 1279 papers

TitleStatusHype
Design and Optimization of Hierarchical Gradient Coding for Distributed Learning at Edge Devices—0
Fair Computation Offloading for RSMA-Assisted Mobile Edge Computing Networks—0
Heterogeneous Federated Learning with Convolutional and Spiking Neural Networks—0
LLM-based Knowledge Pruning for Time Series Data Analytics on Edge-computing Devices—0
ACCO: Automated Causal CNN Scheduling Optimizer for Real-Time Edge AcceleratorsCode0
DNN Partitioning, Task Offloading, and Resource Allocation in Dynamic Vehicular Networks: A Lyapunov-Guided Diffusion-Based Reinforcement Learning Approach—0
Mixed-Precision Federated Learning via Multi-Precision Over-The-Air Aggregation—0
Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A Model-Based Reinforcement Learning Approach—0
Data Quality in Edge Machine Learning: A State-of-the-Art Survey—0
Efficient Model Compression for Hierarchical Federated Learning—0
Athena: Efficient Block-Wise Post-Training Quantization for Large Language Models Using Second-Order Matrix Derivative Information—0
A motion-based compression algorithm for resource-constrained video camera traps—0
On Hardware-efficient Inference in Probabilistic Circuits—0
Distributed Threat Intelligence at the Edge Devices: A Large Language Model-Driven Approach—0
Edge Computing for IoT: Novel Insights from a Comparative Analysis of Access Control Models—0
A Decentralized and Self-Adaptive Approach for Monitoring Volatile Edge EnvironmentsCode0
eCAR: edge-assisted Collaborative Augmented Reality Framework—0
Controlling Chaos Using Edge Computing Hardware—0
Latency and Energy Minimization in NOMA-Assisted MEC Network: A Federated Deep Reinforcement Learning Approach—0
ReCycle: Fast and Efficient Long Time Series Forecasting with Residual Cyclic TransformersCode0
SparrowSNN: A Hardware/software Co-design for Energy Efficient ECG Classification—0
Millimeter Wave Radar-based Human Activity Recognition for Healthcare Monitoring Robot—0
Gradient-Congruity Guided Federated Sparse Training—0
Robust Decentralized Learning with Local Updates and Gradient Tracking—0
C2FDrone: Coarse-to-Fine Drone-to-Drone Detection using Vision Transformer Networks—0
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