Mirtha Lucas

According to our database, Mirtha Lucas authored at least 10 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A Vulnerability of Attribution Methods Using Pre-Softmax Scores.

Miguel Lerma, Mirtha Lucas

CoRR, 2023

Pre or Post-Softmax Scores in Gradient-based Attribution Methods, What is Best?

Miguel Lerma, Mirtha Lucas

CoRR, 2023

2022

Visual Explanations from Deep Networks via Riemann-Stieltjes Integrated Gradient-based Localization.

Mirtha Lucas, Miguel Lerma, Jacob Furst, Daniela Raicu

CoRR, 2022

Grad-CAM++ is Equivalent to Grad-CAM With Positive Gradients.

Miguel Lerma, Mirtha Lucas

CoRR, 2022

Baseline Computation for Attribution Methods Based on Interpolated Inputs.

Miguel Lerma, Mirtha Lucas

CoRR, 2022

RSI-Grad-CAM: Visual Explanations from Deep Networks via Riemann-Stieltjes Integrated Gradient-Based Localization.

Mirtha Lucas, Miguel Lerma, Jacob Furst, Daniela Raicu

Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022

Explainable Model for Localization of Spiculation in Lung Nodules.

Mirtha Lucas, Miguel Lerma, Jacob Furst, Daniela Raicu

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

Symmetry-Preserving Paths in Integrated Gradients.

Miguel Lerma, Mirtha Lucas

CoRR, 2021

2020

Explainable Deep Learning for Biomarker Classification of OCT Images.

Yiyang Wang, Mirtha Lucas, Jacob Furst, Amani A. Fawzi, Daniela Raicu

Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

Heatmap Template Generation for COVID-19 Biomarker Detection in Chest X-rays.

Mirtha Lucas, Miguel Lerma, Jacob Furst, Daniela Raicu

Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020