Building a Telescope to Look Into High-Dimensional Image Spaces

Mitch Hill, Erik Nijkamp, Song-Chun Zhu

An image pattern can be represented by a probability distribution whose density is concentrated on different low-dimensional subspaces in the high-dimensional image space. Such pro…