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Yihao Xue

Investigating the Benefits of Projection Head for Representation Learning

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Mar 18, 2024
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Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift

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Oct 08, 2023
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Towards Mitigating Spurious Correlations in the Wild: A Benchmark & a more Realistic Dataset

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Jun 21, 2023
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Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression

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May 29, 2023
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Eliminating Spurious Correlations from Pre-trained Models via Data Mixing

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May 23, 2023
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Superior generalization of smaller models in the presence of significant label noise

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Aug 17, 2022
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Investigating Why Contrastive Learning Benefits Robustness Against Label Noise

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Jan 29, 2022
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Toward Understanding the Influence of Individual Clients in Federated Learning

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Dec 20, 2020
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