Unsupervised Motion Representation Learning with Capsule Autoencoders

Ziwei Xu, Xudong Shen, Yongkang Wong +1

We propose the Motion Capsule Autoencoder (MCAE), which addresses a key challenge in the unsupervised learning of motion representations: transformation invariance. MCAE models mot…