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@@ -137,4 +137,28 @@ We reimplement several widely used NAS methods including: |
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1. data parallel support |
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2. fix Nvidia DALI backend support |
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3. add **kwargs for space_builder |
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4. test code for imagenet |
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4. test code for imagenet |
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## BibTex |
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``` |
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@inproceedings{zheng2022rminas, |
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title={Neural Architecture Search with Representation Mutual Information}, |
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author={Xiawu Zheng, Xiang Fei, Lei Zhang, Chenglin Wu, Fei Chao, Jianzhuang Liu, Wei Zeng, Yonghong Tian, Rongrong Ji}, |
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journal={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition}, |
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year={2022} |
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} |
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@article{zheng2021migo, |
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title={MIGO-NAS: Towards fast and generalizable neural architecture search}, |
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author={Zheng, Xiawu and Ji, Rongrong and Chen, Yuhang and Wang, Qiang and Zhang, Baochang and Chen, Jie and Ye, Qixiang and Huang, Feiyue and Tian, Yonghong}, |
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journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, |
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year={2021}, |
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publisher={IEEE} |
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} |
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@inproceedings{zheng2020rethinking, |
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title={Rethinking performance estimation in neural architecture search}, |
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author={Zheng, Xiawu and Ji, Rongrong and Wang, Qiang and Ye, Qixiang and Li, Zhenguo and Tian, Yonghong and Tian, Qi}, |
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booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition}, |
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pages={11356--11365}, |
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year={2020} |
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} |
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``` |