2 papers
cs.CV2025
Geometric Feature Prompting of Image Segmentation Models
Kenneth Ball, Erin Taylor, Nirav Patel +4
Advances in machine learning, especially the introduction of transformer architectures and vision transformers, have led to the development of highly capable computer vision founda…
cs.LG2023
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…