Weiqi Zhang, Wenyuan Zhang, Yu-Shen Liu, Junsheng Zhou · 2026 · arXiv
DOI: 10.48550/arXiv.2610.28631 · open-access PDF
明确世界模拟的当前世界模型通常遵循两种不同的途径:(1)视频生成模型(例如,Sora),模拟现实的外观,但无法保持3D一致性;(2)3D生成模型(例如,大理石),这些模型生成地理一致的场景,但通常会产生静态的,不太现实的观察。
Machine translation (Meta M2M100); the English original follows.
Current world models for explicit world simulation typically follow two distinct pathways: (1) video generative models (e.g., Sora), which simulate realistic appearances but fail to preserve 3D consistency; and (2) 3D generative models (e.g., Marble), which generate geometrically consistent scenes but often yield static, less realistic observations. We present AEON, a unified framework that bridges video-based and 3D-based world models and combines the benefits of both. The key insight of AEON lies in a generative model that operates within the text- or image-conditioned video latent space whi
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