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Songcan Chen

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A Similarity-based Framework for Classification Task

Mar 05, 2022
Zhongchen Ma, Songcan Chen

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Can Adversarial Training Be Manipulated By Non-Robust Features?

Jan 31, 2022
Lue Tao, Lei Feng, Hongxin Wei, Jinfeng Yi, Sheng-Jun Huang, Songcan Chen

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Learning Multi-Tasks with Inconsistent Labels by using Auxiliary Big Task

Jan 07, 2022
Quan Feng, Songcan Chen

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Partial Domain Adaptation without Domain Alignment

Aug 29, 2021
Weikai Li, Songcan Chen

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Improving Model Robustness by Adaptively Correcting Perturbation Levels with Active Queries

Mar 27, 2021
Kun-Peng Ning, Lue Tao, Songcan Chen, Sheng-Jun Huang

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Provable Defense Against Delusive Poisoning

Feb 09, 2021
Lue Tao, Lei Feng, Jinfeng Yi, Sheng-Jun Huang, Songcan Chen

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Learning Twofold Heterogeneous Multi-Task by Sharing Similar Convolution Kernel Pairs

Jan 29, 2021
Quan Feng, Songcan Chen

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With False Friends Like These, Who Can Have Self-Knowledge?

Dec 29, 2020
Lue Tao, Songcan Chen

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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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