research
∙
05/27/2019
Finding Task-Relevant Features for Few-Shot Learning by Category Traversal
Few-shot learning is an important area of research. Conceptually, humans...
share
research
∙
10/12/2017
Can the early human visual system compete with Deep Neural Networks?
We study and compare the human visual system and state-of-the-art deep n...
research
∙
05/06/2017
A Study and Comparison of Human and Deep Learning Recognition Performance Under Visual Distortions
Deep neural networks (DNNs) achieve excellent performance on standard cl...
research
∙
03/23/2017
Quality Resilient Deep Neural Networks
We study deep neural networks for classification of images with quality ...
research
∙
02/01/2017
Visual Saliency Prediction Using a Mixture of Deep Neural Networks
Visual saliency models have recently begun to incorporate deep learning ...
research
∙
04/14/2016