Miguel Lerma

According to our database, Miguel Lerma authored at least 9 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

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