Topological Parallax: A Geometric Specification for Deep Perception Models

Abraham D. Smith, Michael J. Catanzaro, Gabrielle Angeloro +2

For safety and robustness of AI systems, we introduce topological parallax as a theoretical and computational tool that compares a trained model to a reference dataset to determine…