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Linfeng Xu

University of Electronic Science and Technology of China (UESTC)

610054

China

  • University of Electronic Science and Technology of China (UESTC)

SCHOLARLY PAPERS

3

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134

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0

Scholarly Papers (3)

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1.

Ism-Net: Mining Incremental Semantics for Class Incremental Learning

Number of pages: 34 Posted: 02 Aug 2022
Zihuan Qiu, Linfeng Xu, Zhichuan Wang, Qingbo Wu, Fanman Meng and Hongliang Li
University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC) and University of Electronic Science and Technology of China (UESTC)
Downloads 51 (1,086,013)

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Class incremental learning, Image classification, deep neural networks

2.

Gfr: Generic Feature Representations for Class Incremental Learning

Number of pages: 33 Posted: 20 Aug 2022
Zhichuan Wang, Linfeng Xu, Zihuan Qiu, Qingbo Wu, Fanman Meng and Hongliang Li
University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC), University of Electronic Science and Technology of China (UESTC) and University of Electronic Science and Technology of China (UESTC)
Downloads 45 (1,121,190)

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Incremental learning, Generic feature representations, image classification

3.

Improving Alignment for Few-Shot Class-Incremental Learning via Prompt-Tuned  Vision Transformer

Number of pages: 29 Posted: 18 Oct 2025
Linfeng Xu, Yilei Qian, Xiao Hou, Kanglei Geng and Guanheng Huang
University of Electronic Science and Technology of China (UESTC), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 38 (1,222,651)

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few-shot class-incremental learning, continual learning, vision transformer, processing and analysis of visual signals