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Xiaoxu Li

Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification

Nov 30, 2022
Jijie Wu, Dongliang Chang, Aneeshan Sain, Xiaoxu Li, Zhanyu Ma, Jie Cao, Jun Guo, Yi-Zhe Song

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* Accepted in AAAI-23

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Deep Metric Learning for Few-Shot Image Classification: A Selective Review

May 17, 2021
Xiaoxu Li, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue

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BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification

Nov 29, 2020
Xiaoxu Li, Jijie Wu, Zhuo Sun, Zhanyu Ma, Jie Cao, Jing-Hao Xue

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* IEEE TIP 2020

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CC-Loss: Channel Correlation Loss For Image Classification

Oct 12, 2020
Zeyu Song, Dongliang Chang, Zhanyu Ma, Xiaoxu Li, Zheng-Hua Tan

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* accepted by ICPR2020

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ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification

Jun 27, 2020
Xiaoxu Li, Liyun Yu, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue, Jie Cao, Jun Guo

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* IEEE TCSVT 2020

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A Concise Review of Recent Few-shot Meta-learning Methods

May 22, 2020
Xiaoxu Li, Zhuo Sun, Jing-Hao Xue, Zhanyu Ma

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* 7 pages

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OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer

Apr 20, 2020
Xiaoxu Li, Dongliang Chang, Zhanyu Ma, Zheng-Hua Tan, Jing-Hao Xue, Jie Cao, Jingyi Yu, Jun Guo

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* TIP 2020. Code available at https://github.com/dongliangchang/OSLNet

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Channel Max Pooling Layer for Fine-Grained Vehicle Classification

Feb 14, 2019
Zhanyu Ma, Dongliang Chang, Xiaoxu Li

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* Report of ongoing work

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