Xiaying Yang

EchoVDiff: Cardiac-Cycle Echocardiography Video Generation from Arbitrary Single Frame

Reconstructing a physiologically plausible cardiac video from a single image remains a fundamental challenge in generative modeling, owing to the complex and nonlinear periodic dynamics of echocardiography. Previous image-to-video (I2V) approaches primarily focus on temporal continuity, yet often st