4 citations · 4 across the 4 of their papers we have counts for
4 papers
Evolutionary Augmentation Policy Optimization for Self-supervised Learning
Noah Barrett, Zahra Sadeghi, Stan Matwin
Self-supervised Learning (SSL) is a machine learning algorithm for pretraining Deep Neural Networks (DNNs) without requiring manually labeled data. The central idea of this learnin…
The Effect of Top-Down Attention in Occluded Object Recognition
Zahra Sadeghi
This study is concerned with the top-down visual processing benefit in the task of occluded object recognition. To this end, a psychophysical experiment is designed and carried out…
A study on general visual categorization of objects into animal and plant groups using global shape descriptors with a focus on category-specific deficits
Zahra Sadeghi
How do humans distinguish between general categories of objects? In a number of semantic category deficits, patients are good at making broad categorization but are unable to remem…
Conceptual Content in Deep Convolutional Neural Networks: An analysis into multi-faceted properties of neurons
Zahra Sadeghi
In this paper, convolutional layers of pre-trained VGG16 model are analyzed. The analysis is based on the responses of neurons to the images of classes in ImageNet database. First,…