2 papers
cs.CV2024
Data-Driven Hierarchical Open Set Recognition
Andrew Hannum, Max Conway, Mario Lopez +1
This paper presents a novel data-driven hierarchical approach to open set recognition (OSR) for robust perception in robotics and computer vision, utilizing constrained agglomerati…
q-bio.NC2022
High-Accuracy Machine Learning Techniques for Functional Connectome Fingerprinting and Cognitive State Decoding
Andrew Hannum, Mario A. Lopez, Saúl A. Blanco +1
The human brain is a complex network comprised of functionally and anatomically interconnected brain regions. A growing number of studies have suggested that empirical estimates of…