4d world modeling 1controllable video generation 1multimodal control 1neural rendering 1scene representation 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
World Narrative Model for Highly Controllable Video Generation: A Paradigm Shift from Pixel Sampling to Physical World Orchestration
Ye Chen, Xuanhong Chen, Yupeng Zhu +23
The paper proposes the World Narrative Model, a framework that separates the specification of a 4D physical scene (geometry, motion, camera, lighting) from pixel generation, enabli…
cs.CV2026
Differentiable Stroke Planning with Dual Parameterization for Efficient and High-Fidelity Painting Creation
Jinfan Liu, Wuze Zhang, Zhangli Hu +3
In stroke-based rendering, search methods often get trapped in local minima due to discrete stroke placement, while differentiable optimizers lack structural awareness and produce…