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Zijing Ou

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion

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Apr 23, 2025
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TabRep: a Simple and Effective Continuous Representation for Training Tabular Diffusion Models

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Apr 09, 2025
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Towards Training One-Step Diffusion Models Without Distillation

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Feb 11, 2025
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Neural Flow Samplers with Shortcut Models

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Feb 11, 2025
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Energy-Based Modelling for Discrete and Mixed Data via Heat Equations on Structured Spaces

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Dec 02, 2024
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Mutual Information Multinomial Estimation

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Aug 18, 2024
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Entropy-Based Decoding for Retrieval-Augmented Large Language Models

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Jun 25, 2024
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Diffusion Model With Optimal Covariance Matching

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Jun 16, 2024
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Training Discrete Energy-Based Models with Energy Discrepancy

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Jul 14, 2023
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Energy Discrepancies: A Score-Independent Loss for Energy-Based Models

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Jul 12, 2023
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