53 citations · 75 across the 3 of their papers we have counts for
4 papers
HEROHE Challenge: assessing HER2 status in breast cancer without immunohistochemistry or in situ hybridization
Eduardo Conde-Sousa, João Vale, Ming Feng +15
Breast cancer is the most common malignancy in women, being responsible for more than half a million deaths every year. As such, early and accurate diagnosis is of paramount import…
DGSAN: Discrete Generative Self-Adversarial Network
Ehsan Montahaei, Danial Alihosseini, Mahdieh Soleymani Baghshah
Although GAN-based methods have received many achievements in the last few years, they have not been entirelysuccessful in generating discrete data. The most crucial challenge of t…
Jointly Measuring Diversity and Quality in Text Generation Models
Ehsan Montahaei, Danial Alihosseini, Mahdieh Soleymani Baghshah
Text generation is an important Natural Language Processing task with various applications. Although several metrics have already been introduced to evaluate the text generation me…
Adversarial Classifier for Imbalanced Problems
Ehsan Montahaei, Mahsa Ghorbani, Mahdieh Soleymani Baghshah +1
Adversarial approach has been widely used for data generation in the last few years. However, this approach has not been extensively utilized for classifier training. In this paper…