A single-first-frame diffusion pipeline with generated temporal differential fields simulates regular 4D respiratory motion and achieves competitive perceptual and temporal-consistency metrics.
Spatial-temporal analysis of cause-specific car- diovascular hospital admission in Beijing, China
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Temporal Differential Fields for 4D Motion Modeling via Image-to-Video Synthesis
A single-first-frame diffusion pipeline with generated temporal differential fields simulates regular 4D respiratory motion and achieves competitive perceptual and temporal-consistency metrics.