How Much Physics Can Vision Learn from Audio? Probing and Distilling Damping Structure

Zainab Afolabi, Vadim Selyutin, Zhao Gao +2

Physical understanding is crucial for decision making, yet vision models struggle to infer properties such as damping that govern how materials behave. Audio encodes such propertie…