117 citations · 138 across the 6 of their papers we have counts for
4 papers · 1 filter
A Contrastive Learning Approach to Auroral Identification and Classification
Jeremiah W. Johnson, Swathi Hari, Donald Hampton +2
Unsupervised learning algorithms are beginning to achieve accuracies comparable to their supervised counterparts on benchmark computer vision tasks, but their utility for practical…
Structured Prediction using cGANs with Fusion Discriminator
Faisal Mahmood, Wenhao Xu, Nicholas J. Durr +2
We propose the fusion discriminator, a single unified framework for incorporating conditional information into a generative adversarial network (GAN) for a variety of distinct stru…
Adapting Mask-RCNN for Automatic Nucleus Segmentation
Jeremiah W. Johnson
Automatic segmentation of microscopy images is an important task in medical image processing and analysis. Nucleus detection is an important example of this task. Mask-RCNN is a re…
Neural Style Representations and the Large-Scale Classification of Artistic Style
Jeremiah Johnson
The artistic style of a painting is a subtle aesthetic judgment used by art historians for grouping and classifying artwork. The recently introduced `neural-style' algorithm substa…