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[2106.04178] White Paper Assistance: A Step Forward ...
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由 X Cheng 著作2021 — View a PDF of the paper titled White Paper Assistance: A Step Forward Beyond the Shortcut Learning, by Xuan Cheng and 5 other authors. View PDF.
A Step Forward Beyond the Shortcut Learning
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由 X Cheng 著作 — The paper proposes a method called White Paper Assistance that serves as a data/task agnostic regularization to prevent shortcut learning. It ...
White Paper Assistance: A Step Forward Beyond the Shortcut ...
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Our proposed method involves the white paper to detect the extent to which the model has preference for certain characterized patterns and alleviates it by ...
White Paper Assistance: A Step Forward Beyond the Shortcut ...
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This work borrows the idea of printer test page and proposes a novel approach called White Paper Assistance to detect the extent to which the model has ...
[2106.04178] White Paper Assistance: A Step Forward Beyond the ...
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We show through experiments that even over-parameterized models would still solve a dataset by recklessly leveraging spurious correlations, or so-called “ ...
White Paper Assistance: A Step Forward Beyond the Shortcut ...
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We show the consistent accuracy improvements that are manifest in various architectures, datasets and combinations with other techniques. Experiments have also ...
Xuan Cheng
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In this paper, we propose a novel training strategy for convolutional ... White Paper Assistance: A Step Forward Beyond the Shortcut Learning · no code ...
Minghui Liu
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In this paper, we propose a novel training strategy for convolutional ... White Paper Assistance: A Step Forward Beyond the Shortcut Learning · no code ...
Xuan Cheng
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2022年1月28日 — White Paper Assistance: A Step Forward Beyond the Shortcut Learning · Published: 28 Jan 2022, Last Modified: 21 Oct 2023 · ICLR 2022 Submitted ...
Tianshu Xie
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2024年4月25日 — White Paper Assistance: A Step Forward Beyond the Shortcut Learning. CoRR abs/2106.04178 (2021). [i3]. view. electronic edition @ arxiv.org ...