no code implementations • 8 Mar 2021 • Dylan Stewart, Anna Hampton, Alina Zare, Jeff Dale, James Keller
In this paper, a labeling approach and associated modified version of the Rand index for weakly-labeled data is introduced to address these issues.
no code implementations • 6 Jan 2021 • Sarah Walker, Joshua Peeples, Jeff Dale, James Keller, Alina Zare
In this work, we present an in-depth and systematic analysis using tools such as local interpretable model-agnostic explanations (LIME) (arXiv:1602. 04938) and divergence measures to analyze what changes lead to improvement in performance in fine tuned models for synthetic aperture sonar (SAS) data.