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Xinmei Tian

A Theoretical Perspective: How to Prevent Model Collapse in Self-consuming Training Loops

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Feb 26, 2025
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A Similarity Paradigm Through Textual Regularization Without Forgetting

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Feb 20, 2025
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HRP: High-Rank Preheating for Superior LoRA Initialization

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Feb 11, 2025
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Detecting Discrepancies Between AI-Generated and Natural Images Using Uncertainty

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Dec 08, 2024
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From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning

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Sep 03, 2024
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Interpreting and Improving Large Language Models in Arithmetic Calculation

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Sep 03, 2024
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Advancing Prompt Learning through an External Layer

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Jul 29, 2024
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Robust Training of Federated Models with Extremely Label Deficiency

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Feb 22, 2024
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Towards Theoretical Understandings of Self-Consuming Generative Models

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Feb 19, 2024
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FedImpro: Measuring and Improving Client Update in Federated Learning

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Feb 10, 2024
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