腾讯开源 GAE！一张图生成3D一致性多视角视频，还能直接出点云 地址： 网盘： 星球： 显存12G #GAE #图生视频多视角 #点云

Verdict: Solid result, will likely replicate—controlled comparison with latent substitution isolates the contribution; geometry and appearance metrics align.

📄 GAE: Learning a Geometry-Native Latent Space for 3D-Consistent World Generation by Jiahao Lu, Minghao Yin et al. Replaces appearance-led latents with a compact geometry-native latent from frozen…