Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning

Author:

Huang Junkai1,Fang Chaowei2,Chen Weikai3,Chai Zhenhua4,Wei Xiaolin4,Wei Pengxu1,Lin Liang1,Li Guanbin1

Affiliation:

1. Sun Yat-sen University

2. Xidian University

3. Tencent America

4. Meituan

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference43 articles.

1. Multi-task Curriculum Framework for Open-Set Semi-supervised Learning

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3. Fixmatch: Simplifying semi-supervised learning with consistency and confidence;sohn;Advances in neural information processing systems,2020

4. Training region-based object detectors with online hard ex-ample mining;shrivastava;Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,2016

5. Near linear time algorithm to detect community structures in large-scale networks

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