YibaoGaussian: Generate dynamic 3D models from text using Gaussian splatting as the explicit representation

Abstract excerpt

In recent years, the latest advances in the field of 3D content creation have been primarily based on neural radiation fields (NeRF). Despite significant research achievements, these methods often suffer from slow optimization speeds and high memory consumption. More importantly, these studies still mainly focus on static modeling, with very limited research on dynamic models, which restricts their practical appli...

Topics

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• Algorithms
• Child
• Child, Preschool
• Face
• Image Processing, Computer-Assisted
• Infant
• Infant, Newborn
• Machine Learning

Identifiers and source

Literature Corpus work

f62a3ecb-5e96-5837-9e4b-9e280468cf20

DOI

10.1101/2025.11.20.689534