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Progressive Meta-Pooling Learning for Lightweight Image Classification Model


Jan 24, 2023
Peijie Dong, Xin Niu, Zhiliang Tian, Lujun Li, Xiaodong Wang, Zimian Wei, Hengyue Pan, Dongsheng Li

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* 5 pages, 2 figures, ICASSP23 

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RD-NAS: Enhancing One-shot Supernet Ranking Ability via Ranking Distillation from Zero-cost Proxies


Jan 24, 2023
Peijie Dong, Xin Niu, Lujun Li, Zhiliang Tian, Xiaodong Wang, Zimian Wei, Hengyue Pan, Dongsheng Li

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* 6 pages, 2 figures, 4 tables, ICASSP 2023 

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OVO: One-shot Vision Transformer Search with Online distillation


Dec 28, 2022
Zimian Wei, Hengyue Pan, Xin Niu, Dongsheng Li

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* arXiv admin note: substantial text overlap with arXiv:2107.00651 by other authors 

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ConvFormer: Closing the Gap Between CNN and Vision Transformers


Sep 22, 2022
Zimian Wei, Hengyue Pan, Xin Niu, Dongsheng Li

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Prior-Guided One-shot Neural Architecture Search


Jun 27, 2022
Peijie Dong, Xin Niu, Lujun Li, Linzhen Xie, Wenbin Zou, Tian Ye, Zimian Wei, Hengyue Pan

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* Official 3st Place Solution for the Second workshop Neural Architecture Search Second lightweight NAS Challenge 2022 - Track1 Supernet Track. Official leaderboard: https://aistudio.baidu.com/aistudio/competition/detail/149/0/leaderboard CVPR 2022 Workshop: https://cvpr-nas.com/competition 

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UENAS: A Unified Evolution-based NAS Framework


Mar 08, 2022
Zimian Wei, Hengyue Pan, Xin Niu, Peijie Dong, Dongsheng Li

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