81 citations · 131 across the 4 of their papers we have counts for
5 papers
STRIVE: Scene Text Replacement In Videos
Vijay Kumar B G, Jeyasri Subramanian, Varnith Chordia +4
We propose replacing scene text in videos using deep style transfer and learned photometric transformations.Building on recent progress on still image text replacement,we present e…
LiDAM: Semi-Supervised Learning with Localized Domain Adaptation and Iterative Matching
Qun Liu, Matthew Shreve, Raja Bala
Although data is abundant, data labeling is expensive. Semi-supervised learning methods combine a few labeled samples with a large corpus of unlabeled data to effectively train mod…
Editing in Style: Uncovering the Local Semantics of GANs
Edo Collins, Raja Bala, Bob Price +1
While the quality of GAN image synthesis has improved tremendously in recent years, our ability to control and condition the output is still limited. Focusing on StyleGAN, we intro…
Deep Retinal Image Segmentation with Regularization Under Geometric Priors
Venkateswararao Cherukuri, Vijay Kumar BG, Raja Bala +1
Vessel segmentation of retinal images is a key diagnostic capability in ophthalmology. This problem faces several challenges including low contrast, variable vessel size and thickn…
Semi-supervised Conditional GANs
Kumar Sricharan, Raja Bala, Matthew Shreve +3
We introduce a new model for building conditional generative models in a semi-supervised setting to conditionally generate data given attributes by adapting the GAN framework. The…