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Chengrui Dong

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Jun 2026

Walking in the Implicit: Interactive World Exploration via Neural Scene Representation

Walking in the Implicit, a scene-centric paradigm that changes the rollout variable from frame latents to a fixed-length, renderable implicit state, termed Neural Implicit Scene (NIS), factorizes interactive generation into stochastic transition of a compact scene state and deterministic pose-conditioned rendering given the sampled state.

Zhiqi Li, Chengrui Dong, Zhenhua Du et al. · 0 citations