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Yong Lin

On the Benefits of Over-parameterization for Out-of-Distribution Generalization

Mar 26, 2024
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Do CLIPs Always Generalize Better than ImageNet Models?

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Mar 18, 2024
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Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

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Mar 06, 2024
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The Instinctive Bias: Spurious Images lead to Hallucination in MLLMs

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Feb 06, 2024
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R-Tuning: Teaching Large Language Models to Refuse Unknown Questions

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Nov 16, 2023
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Continuous Invariance Learning

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Oct 09, 2023
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Spurious Feature Diversification Improves Out-of-distribution Generalization

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Sep 29, 2023
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Speciality vs Generality: An Empirical Study on Catastrophic Forgetting in Fine-tuning Foundation Models

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Sep 12, 2023
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Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning

Sep 05, 2023
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What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL?

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Jun 02, 2023
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