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Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection



Hanzhe Hu , Shuai Bai , Aoxue Li , Jinshi Cui , Liwei Wang

* Accepted by CVPR2021 

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Boosting Few-Shot Learning With Adaptive Margin Loss



Aoxue Li , Weiran Huang , Xu Lan , Jiashi Feng , Zhenguo Li , Liwei Wang

* Accepted by CVPR 2020 

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Few-Shot Learning with Global Class Representations



Tiange Luo , Aoxue Li , Tao Xiang , Weiran Huang , Liwei Wang

* Accepted by ICCV2019 

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Zero and Few Shot Learning with Semantic Feature Synthesis and Competitive Learning



Zhiwu Lu , Jiechao Guan , Aoxue Li , Tao Xiang , An Zhao , Ji-Rong Wen

* Submitted to IEEE TPAMI 

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Transferrable Feature and Projection Learning with Class Hierarchy for Zero-Shot Learning



Aoxue Li , Zhiwu Lu , Jiechao Guan , Tao Xiang , Liwei Wang , Ji-Rong Wen

* Submitted to IJCV 

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Accurate Pulmonary Nodule Detection in Computed Tomography Images Using Deep Convolutional Neural Networks



Jia Ding , Aoxue Li , Zhiqiang Hu , Liwei Wang

* MICCAI 2017 accepted 

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Zero-Shot Fine-Grained Classification by Deep Feature Learning with Semantics



Aoxue Li , Zhiwu Lu , Liwei Wang , Tao Xiang , Xinqi Li , Ji-Rong Wen

* This paper has been submitted to IEEE TIP for peer-review 

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