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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 301–325 of 1279 papers

TitleStatusHype
CollaFuse: Collaborative Diffusion ModelsCode0
Towards Audio Codec-based Speech SeparationCode1
QoE Maximization for Multiple-UAV-Assisted Multi-Access Edge Computing: An Online Joint Optimization Approach—0
Reconfigurable Intelligent Surface Assisted VEC Based on Multi-Agent Reinforcement LearningCode1
Fair Computation Offloading for RSMA-Assisted Mobile Edge Computing Networks—0
Design and Optimization of Hierarchical Gradient Coding for Distributed Learning at Edge Devices—0
ED-sKWS: Early-Decision Spiking Neural Networks for Rapid,and Energy-Efficient Keyword SpottingCode1
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
Adaptive and Parallel Split Federated Learning in Vehicular Edge ComputingCode1
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
Efficient Multimodal Large Language Models: A SurveyCode3
Networking Systems for Video Anomaly Detection: A Tutorial and SurveyCode1
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object DetectionCode7
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
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