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Reinforcement Learning with Supervision from Noisy Demonstrations
Reinforcement learning has achieved great success in various application...
06/14/2020 ∙ by Kun-Peng Ning, et al. ∙
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ALiPy: Active Learning in Python
Supervised machine learning methods usually require a large set of label...
01/12/2019 ∙ by Ying-Peng Tang, et al. ∙
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Recent Advances in Open Set Recognition: A Survey
In real-world recognition/classification tasks, limited by various objec...
11/21/2018 ∙ by Chuanxing Geng, et al. ∙
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Cost-Effective Training of Deep CNNs with Active Model Adaptation
Deep convolutional neural networks have achieved great success in variou...
02/15/2018 ∙ by Sheng-Jun Huang, et al. ∙
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Active Feature Acquisition with Supervised Matrix Completion
Feature missing is a serious problem in many applications, which may lea...
02/15/2018 ∙ by Sheng-Jun Huang, et al. ∙
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WoCE: a framework for clustering ensemble by exploiting the wisdom of Crowds theory
The Wisdom of Crowds (WOC), as a theory in the social science, gets a ne...
12/20/2016 ∙ by Muhammad Yousefnezhad, et al. ∙
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Sheng-Jun Huang
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Nanjing University of Aeronautics and Astronautics
