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Leave Zero Out: Towards a No-Cross-Validation Approach for Model Selection

Dec 28, 2020
Weikai Li, Chuanxing Geng, Songcan Chen

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A Multi-view Perspective of Self-supervised Learning

Feb 22, 2020
Chuanxing Geng, Zhenghao Tan, Songcan Chen

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Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning

Aug 14, 2019
Chuanxing Geng, Lue Tao, Songcan Chen

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Recent Advances in Open Set Recognition: A Survey

Nov 21, 2018
Chuanxing Geng, Sheng-jun Huang, Songcan Chen

* This is a preliminary and will be kept updated, any suggestions and comments are welcome ([email protected]

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Collective decision for open set recognition

Oct 26, 2018
Chuanxing Geng, Songcan Chen

* Rethinking the nature of this work, we replace the original title of this article with "Collective decision for open set recognition", to further emphasize that our main contribution here is to present a collective/batch decision strategy for open set recognition, which has been detailed in the new manuscript 

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