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Author

Congpei Qiu

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Preprint Oct 2026

Dual-Scale Condition-Shift Editing for Robust Real-World Image Demoir\'eing

Robust demoir\'eing of screen-recaptured images remains challenging: moir\'e varies in frequency, color, and spatial support across display-camera pairs and capture conditions. Dedicated restoration networks trained on finite paired data struggle with this diversity, especially when low-frequency color banding and high...

Shi-Yang Zhou, Hai-Jin Zeng, Cong-Pei Qiu et al. · 0 citations
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 give...

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

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