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Theoretical Guarantees for High Order Trajectory Refinement in Generative Flows

12 March 2025
Chengyue Gong
Xiaoyu Li
Yingyu Liang
Jiangxuan Long
Zhenmei Shi
Zhao-quan Song
Yu Tian
ArXivPDFHTML

Papers citing "Theoretical Guarantees for High Order Trajectory Refinement in Generative Flows"

3 / 3 papers shown
Title
On the minimax optimality of Flow Matching through the connection to kernel density estimation
On the minimax optimality of Flow Matching through the connection to kernel density estimation
Lea Kunkel
Mathias Trabs
27
0
0
17 Apr 2025
Can You Count to Nine? A Human Evaluation Benchmark for Counting Limits in Modern Text-to-Video Models
Can You Count to Nine? A Human Evaluation Benchmark for Counting Limits in Modern Text-to-Video Models
Xuyang Guo
Zekai Huang
Jiayan Huo
Yingyu Liang
Zhenmei Shi
Zhao-quan Song
Jiahao Zhang
ALM
VGen
59
2
0
05 Apr 2025
Theoretical Foundation of Flow-Based Time Series Generation: Provable Approximation, Generalization, and Efficiency
Theoretical Foundation of Flow-Based Time Series Generation: Provable Approximation, Generalization, and Efficiency
Jiangxuan Long
Zhao-quan Song
Chiwun Yang
AI4TS
65
0
0
18 Mar 2025
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