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Virtual Sample Generation for Small Sample Learning: A Survey, Recent Developments and Future Prospects

Jianming Wen, Ao Su, Xiaolin Wang, Hao Xu,Jijie Ma,Kang Chen,Xinyang Ge,Zisheng Xu,Zhong Lv

NEUROCOMPUTING（2025）

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Key words
Virtual sample generation,Small datasets,Sampling,Information diffusion,Generative adversarial networks
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