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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 201–250 of 1279 papers

TitleStatusHype
Advanced Knowledge Transfer: Refined Feature Distillation for Zero-Shot Quantization in Edge ComputingCode0
Dynamic Rectification Knowledge DistillationCode0
Edge-Enabled Collaborative Object Detection for Real-Time Multi-Vehicle PerceptionCode0
Enhancing TinyBERT for Financial Sentiment Analysis Using GPT-Augmented FinBERT DistillationCode0
Demo: RhythmEdge: Enabling Contactless Heart Rate Estimation on the EdgeCode0
Benchmarking Jetson Edge Devices with an End-to-end Video-based Anomaly Detection SystemCode0
DeepShift: Towards Multiplication-Less Neural NetworksCode0
Device-Wise Federated Network PruningCode0
Collaborative Three-Tier Architecture Non-contact Respiratory Rate Monitoring using Target Tracking and False Peaks Eliminating AlgorithmsCode0
Residual-INR: Communication Efficient On-Device Learning Using Implicit Neural RepresentationCode0
DeepBF: Malicious URL detection using Learned Bloom Filter and Evolutionary Deep LearningCode0
Deep Learning on Multimodal Sensor Data at the Wireless Edge for Vehicular NetworkCode0
David and Goliath: An Empirical Evaluation of Attacks and Defenses for QNNs at the Deep EdgeCode0
SAWEC: Sensing-Assisted Wireless Edge ComputingCode0
Decentralized Computation Offloading for Multi-User Mobile Edge Computing: A Deep Reinforcement Learning ApproachCode0
DNNShifter: An Efficient DNN Pruning System for Edge ComputingCode0
Cooperative Inference for Real-Time 3D Human Pose Estimation in Multi-Device Edge NetworksCode0
Continuous reasoning for adaptive container image distribution in the cloud-edge continuumCode0
CollaFuse: Navigating Limited Resources and Privacy in Collaborative Generative AICode0
Towards Commonsense Knowledge based Fuzzy Systems for Supporting Size-Related Fine-Grained Object DetectionCode0
A Decentralized and Self-Adaptive Approach for Monitoring Volatile Edge EnvironmentsCode0
CollaFuse: Collaborative Diffusion ModelsCode0
DOCTOR: Dynamic On-Chip Temporal Variation Remediation Toward Self-Corrected Photonic Tensor AcceleratorsCode0
U-TOE: Universal TinyML On-board Evaluation Toolkit for Low-Power IoTCode0
A New Look at AI-Driven NOMA-F-RANs: Features Extraction, Cooperative Caching, and Cache-Aided Computing—0
A neuromorphic camera for tracking passive and active matter with lower data throughput—0
ADA-YOLO: Dynamic Fusion of YOLOv8 and Adaptive Heads for Precise Image Detection and Diagnosis—0
An error-propagation spiking neural network compatible with neuromorphic processors—0
An Ensemble Scheme for Proactive Dominant Data Migration of Pervasive Tasks at the Edge—0
A Data Quarantine Model to Secure Data in Edge Computing—0
Real-Time Execution of Large-scale Language Models on Mobile—0
Clip4Retrofit: Enabling Real-Time Image Labeling on Edge Devices via Cross-Architecture CLIP Distillation—0
An Efficient Imbalance-Aware Federated Learning Approach for Wearable Healthcare with Autoregressive Ratio Observation—0
Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing—0
CGRA4ML: A Framework to Implement Modern Neural Networks for Scientific Edge Computing—0
AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks—0
5G enabled Mobile Edge Computing security for Autonomous Vehicles—0
Causal Semantic Communication for Digital Twins: A Generalizable Imitation Learning Approach—0
An Edge-Cloud Integrated Framework for Flexible and Dynamic Stream Analytics—0
Canoe : A System for Collaborative Learning for Neural Nets—0
Caching and Computation Offloading in High Altitude Platform Station (HAPS) Assisted Intelligent Transportation Systems—0
An Edge Architecture Oriented Model Predictive Control Scheme for an Autonomous UAV Mission—0
AT-Drone: Benchmarking Adaptive Teaming in Multi-Drone Pursuit—0
Cache-assisted Mobile Edge Computing over Space-Air-Ground Integrated Networks for Extended Reality Applications—0
Cache-Aided NOMA Mobile Edge Computing: A Reinforcement Learning Approach—0
Closed-Form Delay-Optimal Computation Offloading in Mobile Edge Computing Systems—0
Cloud2Edge Elastic AI Framework for Prototyping and Deployment of AI Inference Engines in Autonomous Vehicles—0
Cloud-Based Interoperability in Residential Energy Systems—0
Cloud Computing Energy Consumption Prediction Based on Kernel Extreme Learning Machine Algorithm Improved by Vector Weighted Average Algorithm—0
A Near Sensor Edge Computing System for Point Cloud Semantic Segmentation—0
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