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Progressive Representative Labeling for Deep Semi-Supervised Learning


Aug 13, 2021
Xiaopeng Yan, Riquan Chen, Litong Feng, Jingkang Yang, Huabin Zheng, Wayne Zhang


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Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition


Sep 20, 2020
Tianshui Chen, Liang Lin, Riquan Chen, Xiaolu Hui, Hefeng Wu

* Accepted at TPAMI 

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Knowledge Graph Transfer Network for Few-Shot Recognition


Nov 21, 2019
Riquan Chen, Tianshui Chen, Xiaolu Hui, Hefeng Wu, Guanbin Li, Liang Lin

* accepted by AAAI 2020 as oral paper 

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Knowledge-Embedded Routing Network for Scene Graph Generation


Mar 08, 2019
Tianshui Chen, Weihao Yu, Riquan Chen, Liang Lin

* Accepted by CVPR 2019 

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Neural Task Planning with And-Or Graph Representations


Aug 25, 2018
Tianshui Chen, Riquan Chen, Lin Nie, Xiaonan Luo, Xiaobai Liu, Liang Lin

* Submitted to TMM, under minor revision. arXiv admin note: text overlap with arXiv:1707.04677 

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Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition


Jul 02, 2018
Tianshui Chen, Liang Lin, Riquan Chen, Yang Wu, Xiaonan Luo

* Accepted at IJCAI 2018. The first work that introduces high-level knowledge to enhance representation learning for fine-grained image classification 

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