Filipe R. Cordeiro

Layers Sequence Optimizing for Deep Neural Networks using Multiples Objectives

2020

Selecting the best architecture for a Deep Neural Network (DNN) is a non-trivial task since there is a massive amount of possible configurations (layers and parameters) and great difficulty in how to choose them. To …

Improving Mass Detection in Mammography Images: A Study of Weakly Supervised Learning and Class Activation Map Methods

2023 · arXiv (Cornell University)

In recent years, weakly supervised models have aided in mass detection using mammography images, decreasing the need for pixel-level annotations. However, most existing models in the literature rely on Class Activation Maps (CAM) as the …