PairFlow: Efficient Generation in Discrete Flow Models
Published:Dec 23, 2025 05:31
•1 min read
•ArXiv
Analysis
This research explores improvements in discrete flow models, specifically addressing the efficiency of few-step generation. The paper's focus on closed-form source-target coupling suggests a novel approach to enhance performance in this area.
Key Takeaways
- •PairFlow introduces a novel method for faster generation in discrete flow models.
- •The core innovation lies in closed-form source-target coupling.
- •This approach aims to reduce the number of steps required for generation.
Reference
“PairFlow focuses on closed-form source-target coupling for few-step generation in discrete flow models.”