
L3G-World: Real-Time Infinite World Generation with Latent 3D Gaussian Memory
L3G-World maintains a compact latent 3D Gaussian memory that adds primitives only in unseen regions and refines existing ones. Rendering the memory directly into diffusion latent space avoids VAE re-encoding and sustains long-horizon consistency at 9.02 FPS on one H100.
Jinhyeok Choi, JoungBin Lee, Jongmin Lee · 76 views · Oct 29, 2026
World Models3D Gaussian Splatting
Oct 29, 2026