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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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ATRM: Attention-based Task-level Relation Module for GNN-based Few-shot Learning


Jan 25, 2021
Yurong Guo, Zhanyu Ma, Xiaoxu Li, Yuan Dong

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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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The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification


Feb 11, 2020
Dongliang Chang, Yifeng Ding, Jiyang Xie, Ayan Kumar Bhunia, Xiaoxu Li, Zhanyu Ma, Ming Wu, Jun Guo, Yi-Zhe Song

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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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