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Edge-computing
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Deep Learning on EDGE devices
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Showing 1226–1250 of 1279 papers
Title
Date
Tasks
Status
Hype
Characterizing and Modeling AI-Driven Animal Ecology Studies at the Edge
Dec 1, 2024
Edge-computing
Code
Code Available
0
Towards Multi-agent Reinforcement Learning based Traffic Signal Control through Spatio-temporal Hypergraphs
Apr 17, 2024
Edge-computing
Management
Code
Code Available
0
Canonical-Correlation-Based Fast Feature Selection for Structural Health Monitoring
Jun 15, 2021
Edge-computing
feature selection
Code
Code Available
0
PolygoNet: Leveraging Simplified Polygonal Representation for Effective Image Classification
Apr 1, 2025
Edge-computing
image-classification
Code
Code Available
0
InTec: integrated things-edge computing: a framework for distributing machine learning pipelines in edge AI systems
Feb 17, 2025
Cloud Computing
Edge-computing
Code
Code Available
0
Towards Commonsense Knowledge based Fuzzy Systems for Supporting Size-Related Fine-Grained Object Detection
Mar 16, 2023
Edge-computing
object-detection
Code
Code Available
0
Demo: RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge
Aug 13, 2022
Edge-computing
Heart rate estimation
Code
Code Available
0
Intelligent IoT Attack Detection Design via ODLLM with Feature Ranking-based Knowledge Base
Mar 27, 2025
Edge-computing
Code
Code Available
0
DeepShift: Towards Multiplication-Less Neural Networks
May 30, 2019
Edge-computing
GPU
Code
Code Available
0
RepAct: The Re-parameterizable Adaptive Activation Function
Jun 28, 2024
Edge-computing
image-classification
Code
Code Available
0
Tiny Machine Learning for Concept Drift
Jul 30, 2021
BIG-bench Machine Learning
Change Detection
Code
Code Available
0
Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular Network
Jan 12, 2022
Edge-computing
Code
Code Available
0
FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things
Nov 8, 2019
BIG-bench Machine Learning
Edge-computing
Code
Code Available
0
Advanced Knowledge Transfer: Refined Feature Distillation for Zero-Shot Quantization in Edge Computing
Dec 26, 2024
Edge-computing
Quantization
Code
Code Available
0
A Decentralized and Self-Adaptive Approach for Monitoring Volatile Edge Environments
May 13, 2024
Edge-computing
Code
Code Available
0
Residual-INR: Communication Efficient On-Device Learning Using Implicit Neural Representation
Aug 10, 2024
CPU
Distributed Computing
Code
Code Available
0
Resilience of Entropy Model in Distributed Neural Networks
Mar 1, 2024
Edge-computing
model
Code
Code Available
0
Interference-Aware Edge Runtime Prediction with Conformal Matrix Completion
Mar 9, 2025
Edge-computing
Matrix Completion
Code
Code Available
0
Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion Model
Apr 8, 2024
Edge-computing
Code
Code Available
0
ResNet-like Architecture with Low Hardware Requirements
Sep 15, 2020
Edge-computing
General Classification
Code
Code Available
0
U-TOE: Universal TinyML On-board Evaluation Toolkit for Low-Power IoT
Jun 26, 2023
Edge-computing
Code
Code Available
0
VREM-FL: Mobility-Aware Computation-Scheduling Co-Design for Vehicular Federated Learning
Nov 30, 2023
Autonomous Driving
Edge-computing
Code
Code Available
0
To Compute or not to Compute? Adaptive Smart Sensing in Resource-Constrained Edge Computing
Sep 5, 2022
Data Compression
Edge-computing
Code
Code Available
0
Adversarial Machine Learning in Latent Representations of Neural Networks
Sep 29, 2023
Adversarial Robustness
Edge-computing
Code
Code Available
0
A Multi-task Supervised Compression Model for Split Computing
Jan 2, 2025
Edge-computing
image-classification
Code
Code Available
0
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