4D Gaussian Splatting

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// recent coverage 2 mentions

04:00

2026-09-21

arxiv.org

computer-vision

4DGS-Fixer: Generative Sparse-View 4D Gaussian Splatting with Iterative Refinement Guided by Video Diffusion Priors

Researchers proposed 4DGS-Fixer, an iterative refinement framework that uses a pretrained video diffusion model to improve dynamic 4D Gaussian Splatting from sparse-view videos, according to a new arX…

04:00

2026-07-31

arxiv.org

generative-ai

4DHumanDiff: Direct Text-to-4DGS Generation for Consistent 360-Degree Dynamic Humans

Researchers introduced 4DHumanDiff, a diffusion framework that directly generates dynamic human assets represented by 4D Gaussian Splatting (4DGS) from text prompts, avoiding video pre-generation and …

// co-occurs with top 5 entities

4DHumanDiff 1 3D U-Net 1 4DGS-Fixer 1 COLMAP 1 arXiv 1

// topics top 5 topics

generative ai 2 computer vision 2 artificial intelligence 1 ai research 1 machine learning 1