Unsupervised Latent Space Alignment with Hyperspherical Geodesic Matching

Cameron Ryan, Vivek Sivaraman Narayanaswamy, Kowshik Thopalli +1

Independently trained neural networks tend to encode the same data with similar latent geometries. These latent geometries are not directly compatible, yet they can be nearly the s…