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Dongmin Park

Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance

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Oct 29, 2024
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Mitigating Dialogue Hallucination for Large Multi-modal Models via Adversarial Instruction Tuning

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Mar 15, 2024
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Prioritizing Informative Features and Examples for Deep Learning from Noisy Data

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Feb 27, 2024
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Adaptive Shortcut Debiasing for Online Continual Learning

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Dec 14, 2023
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One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning

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Nov 18, 2023
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Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy

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Nov 02, 2023
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Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning

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Oct 13, 2022
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Meta-Learning for Online Update of Recommender Systems

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Mar 19, 2022
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Two-Phase Learning for Overcoming Noisy Labels

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Dec 08, 2020
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Learning from Noisy Labels with Deep Neural Networks: A Survey

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Jul 21, 2020
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