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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
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