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One-shot Machine Teaching: Cost Very Few Examples to Converge Faster


Dec 13, 2022
Chen Zhang, Xiaofeng Cao, Yi Chang, Ivor W Tsang

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A Survey of Learning on Small Data


Jul 29, 2022
Xiaofeng Cao, Weixin Bu, Shengjun Huang, Yingpeng Tang, Yaming Guo, Yi Chang, Ivor W. Tsang

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Data-Efficient Learning via Minimizing Hyperspherical Energy


Jul 16, 2022
Xiaofeng Cao, Weiyang Liu, Ivor W. Tsang

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When an Active Learner Meets a Black-box Teacher


Jun 30, 2022
Xiaofeng Cao, Yaming Guo, Tieru Wu, Ivor W. Tsang

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Hyperbolic Uncertainty Aware Semantic Segmentation


Mar 16, 2022
Bike Chen, Wei Peng, Xiaofeng Cao, Juha Röning

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Bayesian Active Learning by Disagreements: A Geometric Perspective


May 06, 2021
Xiaofeng Cao, Ivor W. Tsang

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Distribution Matching for Machine Teaching


May 06, 2021
Xiaofeng Cao, Ivor W. Tsang

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* Black-box Machine Teaching 

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Learning Image-Specific Attributes by Hyperbolic Neighborhood Graph Propagation


May 25, 2019
Xiaofeng Xu, Ivor W. Tsang, Xiaofeng Cao, Ruiheng Zhang, Chuancai Liu

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* Accepted for IJCAI 2019 

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