74 citations · 104 across the 3 of their papers we have counts for
4 papers
The Role of Typicality in Object Classification: Improving The Generalization Capacity of Convolutional Neural Networks
Babak Saleh, Ahmed Elgammal, Jacob Feldman
Deep artificial neural networks have made remarkable progress in different tasks in the field of computer vision. However, the empirical analysis of these models and investigation…
Tell and Predict: Kernel Classifier Prediction for Unseen Visual Classes from Unstructured Text Descriptions
Mohamed Elhoseiny, Ahmed Elgammal, Babak Saleh
In this paper we propose a framework for predicting kernelized classifiers in the visual domain for categories with no training images where the knowledge comes from textual descri…
Learning Style Similarity for Searching Infographics
Babak Saleh, Mira Dontcheva, Aaron Hertzmann +1
Infographics are complex graphic designs integrating text, images, charts and sketches. Despite the increasing popularity of infographics and the rapid growth of online design port…
Large-scale Classification of Fine-Art Paintings: Learning The Right Metric on The Right Feature
Babak Saleh, Ahmed Elgammal
In the past few years, the number of fine-art collections that are digitized and publicly available has been growing rapidly. With the availability of such large collections of dig…