FreeInit: bridging initialization gap in video diffusion models

Though diffusion-based video generation has witnessed rapid progress, the inference results of existing models still exhibit unsatisfactory temporal consistency and unnatural dynamics. In this paper, we delve deep into the noise initialization of video diffusion models, and discover an implicit...

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Bibliographic Details
Main Authors: Wu, Tianxing, Si, Chenyang, Jiang, Yuming, Huang, Ziqi, Liu, Ziwei
Other Authors: College of Computing and Data Science
Format: Conference Paper
Language:English
Published: 2024
Subjects:
Online Access:https://hdl.handle.net/10356/180265
http://arxiv.org/abs/2312.07537v2