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What is Second-Order MeanFlow Generative Models about?

This document presents a theoretical study on Second-Order MeanFlow, an extension of the MeanFlow framework that incorporates average acceleration fields for generative modeling. The authors establish the feasibility, expressivity, and efficiency of this approach, demonstrating that it can achieve stable sampling and improved generation quality through advanced computational techniques. The findings lay a foundation for developing high-order flow models with enhanced dynamics and practical sampling efficien

Author

badripatro

Language

EN