# Kuaishou Kling AI and NTU Open-Source MetaView, a Single-Image Novel View Synthesis Framework, Reaching SOTA on 11 of 12 Metrics

- Source: CVer · 微信公众号
- Published: 2026-10-24T11:09:54.000Z
- RoboHot: https://robohot.news/en/items/hopx93g7yo67f5imalk5q0r3q
- Original: https://mp.weixin.qq.com/s?__biz=MzUxNjcxMjQxNg==&mid=2247643904&idx=3&sn=9108fa7203d534a2c93399bab6c2a5f9&chksm=f8fd051f6b75b0c0e794782e631def05ee0f2a22c7c84ae3446f603f5006994526233eecd694&scene=126&sessionid=1792935769#rd

## Summary

The Kuaishou Kling AI team, together with Nanyang Technological University and HKUST (Guangzhou), proposed MetaView, a diffusion-based single-image novel view synthesis framework, and has open-sourced the code, model weights, and an online demo. The method is built on the MM-DiT architecture, injects implicit geometric priors extracted by a feed-forward geometry-aware network through parallel attention streams, and uses metric depth to anchor scale-aware RoPE, mitigating geometric collapse and scale drift under large viewpoint changes.