Jan Warchocki

Learning Physics From Video: Unsupervised Physical Parameter Estimation for Continuous Dynamical Systems

Extracting physical dynamical system parameters from recorded observations is key in natural science. Current methods for automatic parameter estimation from video train supervised deep networks on large datasets. Such datasets require labels, which are difficult to acquire. While some unsupervised…