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Garoe Dorta

2 accepted papers

2020

The GAN That Warped: Semantic Attribute Editing With Unpaired Data

CVPR 2020poster

Deep neural networks have recently been used to edit images with great success, in particular for faces. However, they are often limited to only being able to work at a restricted range of resolutions. Many methods are so flexible that face edits can often result in an unwanted loss of identity. Thi…

Cited by 27PDFScholar
2018

Structured Uncertainty Prediction Networks

CVPR 2018poster

This paper is the first work to propose a network to predict a structured uncertainty distribution for a synthesized image. Previous approaches have been mostly limited to predicting diagonal covariance matrices. Our novel model learns to predict a full Gaussian covariance matrix for each reconstruc…

Cited by 81SourcePDFScholar