Explicitly disentangling image content from translation and rotation with spatial-VAE

1 code implementation • NeurIPS 2019 • Tristan Bepler, Ellen D. Zhong, Kotaro Kelley, Edward Brignole, Bonnie Berger

Given an image dataset, we are often interested in finding data generative factors that encode semantic content independently from pose variables such as rotation and translation.

Disentanglement Translation