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Stefano Ermon

Preference-Guided Diffusion for Multi-Objective Offline Optimization

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Mar 21, 2025
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Inductive Moment Matching

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Mar 11, 2025
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Data Unlearning in Diffusion Models

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Mar 02, 2025
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FSPO: Few-Shot Preference Optimization of Synthetic Preference Data in LLMs Elicits Effective Personalization to Real Users

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Feb 26, 2025
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Training-Free Safe Denoisers for Safe Use of Diffusion Models

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Feb 11, 2025
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TFG-Flow: Training-free Guidance in Multimodal Generative Flow

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Jan 24, 2025
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Personalized Preference Fine-tuning of Diffusion Models

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Jan 11, 2025
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Efficient Scaling of Diffusion Transformers for Text-to-Image Generation

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Dec 16, 2024
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Self-Refining Diffusion Samplers: Enabling Parallelization via Parareal Iterations

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Dec 11, 2024
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Non-Myopic Multi-Objective Bayesian Optimization

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Dec 11, 2024
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