Yuting Pan

Continuity-Preserving Convolutional Autoencoders for Learning Continuous Latent Dynamical Models from Images

Continuous dynamical systems are cornerstones of many scientific and engineering disciplines. While machine learning offers powerful tools to model these systems from trajectory data, challenges arise when these trajectories are captured as images, resulting in pixel-level observations that are disc…