Author

Lu-Tao Jiang

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Preprint Sep 2026

Geometry as Address: Routing Attention to Visual Memory for Long-Horizon Camera-Controlled Video Generation

Long-horizon camera-controlled video generation requires recovering previously observed content from an ever-growing visual history. Existing approaches either search historical context implicitly or reconstruct it into persistent 3D memory, facing inefficient memory access or accumulated geometric errors. Our key insi...

Ze-Song Yang, Wei-Kai Chen, Li-Yuan Cui et al. · 0 citations

Preprint Aug 2026

Scenix: Sparse-View 3D Scene Reconstruction via Executable Scene Programs

A framework that predicts an executable scene representation from sparse views and realizes it through perception-grounded asset instantiation and closed-loop spatial refinement is presented, and observation-consistent supervision is introduced that aligns each target scene with the visual evidence available in its inp...

Kai Li, Lu-Tao Jiang, Zhenyang Li et al. · 1 citation