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OuroWorld: Bringing Any 3D World Alive as Diverse, Endlessly Looping 3D Cinemagraphs

Paper recorded by Signals 4 on 2026-10-08 in cs.CV. Abstract reproduced from arXiv; link to the original below.

Published 2026-10-08 on arXiv · recorded by Signals 4 on 2026-10-09

Category: cs.CV · 计算机视觉 · first seen 2026-10-09

Abstract

Recent 3D world models generate photorealistic, explorable scenes that remain frozen in time. OuroWorld is a mask-free framework that turns any static 3D Gaussian Splatting scene into a 3D cinemagraph: a dynamic scene with vivid, diverse motion looping seamlessly from any viewpoint. A vision-language model infers plausible dynamics and guides a video model to synthesize a reference video, which we

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#308 most recent of 756 cs.CV papers we have recorded · ↑ newer: What 30,000 Hours of Ego-centric Video Does Not Teach · ↓ older: WorldGuide: Goal-Directed Video World Model for Procedural Task Execut
Cite this page: OuroWorld: Bringing Any 3D World Alive as Diverse, Endlessly Looping 3D Cinemagraphs: the #308 most recent of 756 cs.CV papers we have recorded (as of 2026-10-08). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/ouroworld-bringing-any-3d-world-alive-as-diverse-endlessly-looping-3d-cinemagrap.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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