17 citations · 17 across the 3 of their papers we have counts for
3 papers
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…
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…
xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar Imagery
Fernando Paolo, Tsu-ting Tim Lin, Ritwik Gupta +5
Unsustainable fishing practices worldwide pose a major threat to marine resources and ecosystems. Identifying vessels that do not show up in conventional monitoring systems -- know…