A two-stage diffusion framework predicts future surgical scenes as segmentation maps and then renders them into controllable video.
Cogvideox: Text-to-video diffusion models with an expert transformer,
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HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation
A two-stage diffusion framework predicts future surgical scenes as segmentation maps and then renders them into controllable video.