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20222026
most citedUVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation

11 citations · 22 across the 12 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

hep-ex2023

Unpaired Image Translation to Mitigate Domain Shift in Liquid Argon Time Projection Chamber Detector Responses

Yi Huang, Dmitrii Torbunov, Brett Viren +4

Deep learning algorithms often are trained and deployed on different datasets. Any systematic difference between the training and a test dataset may degrade the algorithm performan…

cs.CV2023★ 4 cited

UVCGAN v2: An Improved Cycle-Consistent GAN for Unpaired Image-to-Image Translation

Dmitrii Torbunov, Yi Huang, Huan-Hsin Tseng +6

An unpaired image-to-image (I2I) translation technique seeks to find a mapping between two domains of data in a fully unsupervised manner. While initial solutions to the I2I proble…