Neural networks : the official journal of the International Neural Network SocietyHumansVideo RecordingNeural NetworksComputer
Open-world surgical video generation via dual-visual diffusion and dual-annealed generation.
Ning Ma, Shu Yang, Yizhao Zhou, Chaoyang Zhang, Jian Chen, Xiaoman He
Published: 202610.1016/j.neunet.2025.108281
Abstract
Surgical video generation has drawn increasing attention due to its potential in surgical tasks. Existing methods usually emphasize the fitting of the original motion patterns. They are unable to reasonably extrapolate the learned motion patterns and…
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