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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 1–25 of 1279 papers

TitleStatusHype
Efficient Deployment of Spiking Neural Networks on SpiNNaker2 for DVS Gesture Recognition Using Neuromorphic Intermediate RepresentationCode0
QTCAJOSA: Low-Complexity Joint Offloading and Subchannel Allocation for NTN-Enabled IoMT—0
QS4D: Quantization-aware training for efficient hardware deployment of structured state-space sequential models—0
ECORE: Energy-Conscious Optimized Routing for Deep Learning Models at the Edge—0
Hierarchical Task Offloading for UAV-Assisted Vehicular Edge Computing via Deep Reinforcement Learning—0
Efficient Training of Large-Scale AI Models Through Federated Mixture-of-Experts: A System-Level Approach—0
MAIZX: A Carbon-Aware Framework for Optimizing Cloud Computing Emissions—0
Federated Learning-Based Data Collaboration Method for Enhancing Edge Cloud AI System Security Using Large Language Models—0
Joint Computation Offloading and Resource Allocation for Uncertain Maritime MEC via Cooperation of UAVs and Vessels—0
One-Shot Neural Architecture Search with Network Similarity Directed Initialization for Pathological Image Classification—0
Dual‑detector Re‑optimization for Federated Weakly Supervised Video Anomaly Detection Via Adaptive Dynamic Recursive MappingCode1
Multi-dimensional Autoscaling of Processing Services: A Comparison of Agent-based Methods—0
SLED: A Speculative LLM Decoding Framework for Efficient Edge Serving—0
Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems—0
HASFL: Heterogeneity-aware Split Federated Learning over Edge Computing Systems—0
Agile Reinforcement Learning for Real-Time Task Scheduling in Edge ComputingCode0
Computation Capacity Maximization for Pinching Antennas-Assisted Wireless Powered MEC Systems—0
Federated Learning on Stochastic Neural Networks—0
Design and Implementation of a RISC-V SoC with Custom DSP Accelerators for Edge Computing—0
Edge-Enabled Collaborative Object Detection for Real-Time Multi-Vehicle PerceptionCode0
An SCMA Receiver for 6G NTN based on Multi-Task Learning—0
Cloud-Based Interoperability in Residential Energy Systems—0
Sylva: Tailoring Personalized Adversarial Defense in Pre-trained Models via Collaborative Fine-tuning—0
cuVSLAM: CUDA accelerated visual odometry and mapping—0
FAuNO: Semi-Asynchronous Federated Reinforcement Learning Framework for Task Offloading in Edge Systems—0
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