360Anything: Geometry-Free Lifting of Images and Videos to 360°

MrNeRF (@janusch_patas)

2026-01-23 | ❤️ 153 | 🔁 22 | 💬 3

---

360Anything: Geometry-Free Lifting of Images and Videos to 360°

Contributions:

1. Propose 360Anything architecture for panorama generation without camera metadata

2. Identify VAE latent encoding as root cause of seam artifacts + propose a simple fix

3. Achieve SOTA for panoramic image & video generation—outperforming baselines with extra camera info

4. Competitive FoV & camera pose estimation vs supervised methods + consistent 3D scene reconstruction from generated panoramic videos

미디어

---

🔗 Related

• actionmesh — 주제: Vision/3D, GenAI
• you-could-direct-a-video-like-a-real-3d-world-researchers — 주제: Vision/3D, GenAI
• exciting-new-work-on-detailed-pixel-level-dense-3d-visual — 주제: Vision/3D, GenAI
• xie-et-al-lavr-scene-latent-conditioned-generative-video — 주제: Vision/3D, GenAI
• transforms-a-simple-3d-scene-into-a-realistic-render-and-is — 주제: Vision/3D, GenAI

Tags

Vision-3D GenAI