Tencent ARC releases GAE: geometry-native latents halve camera error, cut FVD up to 23%
CSProfKGD · x · 2026-09-24
Tencent ARC released GAE (Geometry-Native Autoencoder), a geometry-native latent space for 3D-consistent world generation. The idea: move geometric representation learning into the autoencoder so the DiT can focus on modeling the distribution, yielding latents that act as a flexible "soft skeleton" for persistent worlds.
- Compresses 3,072-channel geometry features into a compact 128-channel latent
- A single generated state decodes into RGB, depth, camera trajectories, and point clouds
- Halves camera-trajectory error and cuts FVD by up to 23% on standard benchmarks
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