AI System Lets You Control Video Generation with Just One Motion Clip

This is a Plain English Papers summary of a research paper called AI System Lets You Control Video Generation with Just One Motion Clip. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview One-shot motion customization of text-to-video diffusion models Allows users to customize video outputs by providing a single reference motion clip Leverages a text-to-video diffusion model as the base for generating customized video Plain English Explanation Text-to-video diffusion models are AI systems that can generate video clips from text prompts. Customize-A-Video builds on these models, giving users the ability to customize the mo... Click here to read the full summary of this paper

Mar 28, 2025 - 12:38
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AI System Lets You Control Video Generation with Just One Motion Clip

This is a Plain English Papers summary of a research paper called AI System Lets You Control Video Generation with Just One Motion Clip. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.

Overview

  • One-shot motion customization of text-to-video diffusion models
  • Allows users to customize video outputs by providing a single reference motion clip
  • Leverages a text-to-video diffusion model as the base for generating customized video

Plain English Explanation

Text-to-video diffusion models are AI systems that can generate video clips from text prompts. Customize-A-Video builds on these models, giving users the ability to customize the mo...

Click here to read the full summary of this paper