338 citations · 339 across the 2 of their papers we have counts for
2 papers
cs.CV2023★ 1 cited
MetaCAM: Ensemble-Based Class Activation Map
Emily Kaczmarek, Olivier X. Miguel, Alexa C. Bowie +6
The need for clear, trustworthy explanations of deep learning model predictions is essential for high-criticality fields, such as medicine and biometric identification. Class Activ…
stat.ME2021★ 338 cited
Deep ROC Analysis and AUC as Balanced Average Accuracy to Improve Model Selection, Understanding and Interpretation
André M. Carrington, Douglas G. Manuel, Paul W. Fieguth +9
Optimal performance is critical for decision-making tasks from medicine to autonomous driving, however common performance measures may be too general or too specific. For binary cl…