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Edge-computing

Deep Learning on EDGE devices

Papers

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Showing 101–125 of 1279 papers

TitleStatusHype
Split Computing for Complex Object Detectors: Challenges and Preliminary ResultsCode1
Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge ComputingCode1
Efficient Neural Network Deployment for MicrocontrollerCode1
Communication-Efficient Federated Learning for Wireless Edge Intelligence in IoTCode1
Communication-Computation Trade-Off in Resource-Constrained Edge InferenceCode1
Orbital Edge Computing: Nanosatellite Constellations as a New Class of Computer SystemCode1
SparseIDS: Learning Packet Sampling with Reinforcement LearningCode1
Scientific Image Restoration AnywhereCode1
Distilled Split Deep Neural Networks for Edge-Assisted Real-Time SystemsCode1
Machine Learning at the Network Edge: A SurveyCode1
Convergence of Edge Computing and Deep Learning: A Comprehensive SurveyCode1
On the Convergence of FedAvg on Non-IID DataCode1
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
ECORE: Energy-Conscious Optimized Routing for Deep Learning Models at the Edge—0
Efficient Training of Large-Scale AI Models Through Federated Mixture-of-Experts: A System-Level Approach—0
QS4D: Quantization-aware training for efficient hardware deployment of structured state-space sequential models—0
Hierarchical Task Offloading for UAV-Assisted Vehicular Edge Computing via Deep Reinforcement Learning—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
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
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