224-particle-swarm-optimization-for-compact-neural-architecture-search-for-image-classification

https://github.com/szu-advtech-2023/224-particle-swarm-optimization-for-compact-neural-architecture-search-for-image-classification

Science Score: 13.0%

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Found 2 DOI reference(s) in README
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Last synced: 10 months ago · JSON representation

Repository

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Host: GitHub
Owner: SZU-AdvTech-2023
Language: Python
Default Branch: main
Size: 4.06 MB

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Created over 2 years ago · Last pushed over 2 years ago

Metadata Files

Citation

https://github.com/SZU-AdvTech-2023/224-Particle-Swarm-Optimization-for-Compact-Neural-Architecture-Search-for-Image-Classification/blob/main/

# Particle Swarm Optimization for Compact Neural Architecture Search for Image Classification

## Requirements
```
Python >= 3.6.9, PyTorch >= 1.7.1, torchvision == 0.8.2, pymoo == 0.5.0
```

## Catalogue
```
-cifar10
	-
	-
-cifar100
	-
	-
```

## EPCNAS
J. Huang, B. Xue, Y. Sun, M. Zhang and G. G. Yen, "Particle Swarm Optimization for Compact Neural Architecture Search for Image Classification," IEEE Transactions on Evolutionary Computation (Early Access), pp. 1-15, 2022, doi: 10.1109/TEVC.2022.3217290.

## Citations
@ARTICLE{EPCNAS,\
  author={Huang, Junhao and Xue, Bing and Sun, Yanan and Zhang, Mengjie and Yen, Gary G.},\
  journal={IEEE Transactions on Evolutionary Computation (Early Access)}, \
  title={Particle Swarm Optimization for Compact Neural Architecture Search for Image Classification}, \
  year={2022},\
  volume={},\
  number={},\
  pages={1-15},\
  doi={10.1109/TEVC.2022.3217290}}

Owner

Name: SZU-AdvTech-2023
Login: SZU-AdvTech-2023
Kind: organization

Repositories: 1
Profile: https://github.com/SZU-AdvTech-2023

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