Kion Fallah

Learning Identity-Preserving Transformations on Data Manifolds

2021 · arXiv (Cornell University)

Many machine learning techniques incorporate identity-preserving transformations into their models to generalize their performance to previously unseen data. These transformations are typically selected from a set of functions that are known to maintain the identity …