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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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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…

hep-ex2022

Solving Simulation Systematics in and with AI/ML

Brett Viren, Jin Huang, Yi Huang +5

Training an AI/ML system on simulated data while using that system to infer on data from real detectors introduces a systematic error which is difficult to estimate and in many ana…