Neural Architecture Search

DNA Family: Boosting Weight-Sharing NAS With Block-Wise Supervisions

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Guangrun Wang, Changlin Li, Liuchun Yuan, Jiefeng Peng, Xiaoyu Xian, Xiaodan Liang, Xiaojun Chang, Liang Lin

ZeroNAS: Differentiable Generative Adversarial Networks Search for Zero-Shot Learning

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Caixia Yan, Xiaojun Chang, Zhihui Li, Weili Guan, Zongyuan Ge, Lei Zhu, Qinghua Zheng

One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting

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Miao Zhang, Huiqi Li, Shirui Pan, Xiaojun Chang, Chuan Zhou, Zongyuan Ge, Steven Su

A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions

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Pengzhen Ren, Yun Xiao, Xiaojun Chang, Poyao Huang, Zhihui Li, Xiaojiang Chen, Xin Wang