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Deep Learning on EDGE devices
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Showing 91–100 of 1279 papers
Title
Date
Tasks
Status
Hype
DONE: Distributed Approximate Newton-type Method for Federated Edge Learning
Dec 10, 2020
Edge-computing
Vocal Bursts Type Prediction
Code
Code Available
1
Systolic-CNN: An OpenCL-defined Scalable Run-time-flexible FPGA Accelerator Architecture for Accelerating Convolutional Neural Network Inference in Cloud/Edge Computing
Dec 6, 2020
Edge-computing
Code
Code Available
1
Going Beyond Classification Accuracy Metrics in Model Compression
Dec 3, 2020
Classification
Edge-computing
Code
Code Available
1
Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks
Nov 25, 2020
CPU
Edge-computing
Code
Code Available
1
Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-Constrained Edge Computing Systems
Nov 20, 2020
Edge-computing
image-classification
Code
Code Available
1
Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency
Nov 16, 2020
Compressive Sensing
Edge-computing
Code
Code Available
1
Attribution Preservation in Network Compression for Reliable Network Interpretation
Oct 28, 2020
Edge-computing
Network Interpretation
Code
Code Available
1
Fast Adaptive Task Offloading in Edge Computing based on Meta Reinforcement Learning
Aug 5, 2020
Deep Reinforcement Learning
Edge-computing
Code
Code Available
1
A Case For Adaptive Deep Neural Networks in Edge Computing
Aug 4, 2020
CPU
Edge-computing
Code
Code Available
1
Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks
Jul 31, 2020
Edge-computing
object-detection
Code
Code Available
1
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