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Update 4_OSR.md
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Hi, I add several papers of OSR. Thanks!
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iCGY96 authored Oct 22, 2021
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<a name="4.2"></a>
## 4.2 Distance-based Method

**[ICCV-2021]**
[OpenGAN: Open-Set Recognition via Open Data Generation](https://arxiv.org/abs/2104.02939).
<br>
**Authors:** Shu Kong and Deva Ramanan
<br>
**Institution:** Carnegie Mellon University, Argo AI

**[TPAMI-2021]**
[Adversarial Reciprocal Points Learning for Open Set Recognition](https://arxiv.org/abs/2103.00953).
<br>
**Authors:** Guangyao Chen, Peixi Peng, Xiangqian Wang and Yonghong Tian
<br>
**Institution:** Peking University, Peng Cheng Laboratory

**[ICML-2021]**
[Learning Bounds for Open-Set Learning](https://arxiv.org/abs/2106.15792).
<br>
**Authors:** Zhen Fang, Jie Lu, Anjin Liu, Feng Liu and Guangquan Zhang
<br>
**Institution:** University of Technology Sydney

**[ICCV-2021]**
[Evidential Deep Learning for Open Set Action Recognition](https://arxiv.org/abs/2107.10161).
<br>
**Authors:** Wentao Bao, Qi Yu and Yu Kong
<br>
**Institution:** Rochester Institute of Technology, Rochester, NY 14623, USA

**[CVPR-2021]**
[Learning Placeholders for Open-Set Recognition](https://arxiv.org/abs/2103.15086).
<br>
**Authors:** Da-Wei Zhou, Han-Jia Ye and De-Chuan Zhan
<br>
**Institution:** Nanjing University

**[TPAMI-2020]**
[Convolutional Prototype Network for Open Set Recognition](https://ieeexplore.ieee.org/document/9296325).
<br>
**Authors:** Hong-Ming Yang, Xu-Yao Zhang, Fei Yin, Qing Yang and Cheng-Lin Liu
<br>
**Institution:** Institute of Automation Chinese Academy of Sciences


**[BMVC-2018]**
[Metric learning for novelty and anomaly detection](https://arxiv.org/abs/1808.05492)
<br>
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