8 citations · 8 across the 3 of their papers we have counts for
3 papers
Recognizing Handwritten Mathematical Expressions of Vertical Addition and Subtraction
Daniel Rosa, Filipe R. Cordeiro, Ruan Carvalho +6
Handwritten Mathematical Expression Recognition (HMER) is a challenging task with many educational applications. Recent methods for HMER have been developed for complex mathematica…
Improving Mass Detection in Mammography Images: A Study of Weakly Supervised Learning and Class Activation Map Methods
Vicente Sampaio, Filipe R. Cordeiro
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 t…
A Study on the Impact of Data Augmentation for Training Convolutional Neural Networks in the Presence of Noisy Labels
Emeson Santana, Gustavo Carneiro, Filipe R. Cordeiro
Label noise is common in large real-world datasets, and its presence harms the training process of deep neural networks. Although several works have focused on the training strateg…