Latent-to-4D: Generating Reusable 4D Worlds Directly from Video Latents
Zihao Liu · hf · 2026-08-12
This project introduces Latent-to-4D, a novel approach for direct 4D generation from video diffusion latents.
- Core Mechanism: Achieves 4D generation via alignment with a pretrained decoder and spatiotemporal attention.
- Cross-Generator Transfer: The resulting 4D representations can transfer across different generators without requiring retraining.
- Value: Provides a reusable pipeline for constructing 4D scenes leveraging video priors.
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