Oscillation Inversion: Understand the structure of Large Flow Model through the Lens of Inversion Method

We explore the oscillatory behavior observed in inversion methods applied to large-scale text-to-image diffusion models, with a focus on the "Flux" model. By employing a fixed-point-inspired iterative approach to invert real-world images, we observe that the solution does not achieve conve...

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Veröffentlicht in:	arXiv.org 2024-11
Hauptverfasser:	Zheng, Yan, Liang, Zhenxiao, Cong, Xiaoyan, guo, Lanqing, Wang, Yuehao, Wang, Peihao, Wang, Zhangyang
Format:	Artikel
Sprache:	eng
Schlagworte:	Clusters Diffusion rate Image enhancement Image quality Image reconstruction Visual tasks
Online-Zugang:	Volltext
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