Zihao Ai

DeformNet: Latent Space Modeling and Dynamics Prediction for Deformable Object Manipulation

Manipulating deformable objects is a ubiquitous task in household environments, demanding adequate representation and accurate dynamics prediction due to the objects’ infinite degrees of freedom. This work proposes DeformNet, which utilizes latent space modeling with a learned 3D representation mode…