Unpaired image translation to mitigate domain shift in liquid argon time projection chamber detector responses.
Mach. Learn. Sci. Technol., 2024
Evaluating Portable Parallelization Strategies for Heterogeneous Architectures in High Energy Physics.
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CoRR, 2023
Unsupervised Domain Transfer for Science: Exploring Deep Learning Methods for Translation between LArTPC Detector Simulations with Differing Response Models.
CoRR, 2023
Portable Programming Model Exploration for LArTPC Simulation in a Heterogeneous Computing Environment: OpenMP vs. SYCL.
CoRR, 2023
Rethinking CycleGAN: Improving Quality of GANs for Unpaired Image-to-Image Translation.
CoRR, 2023
UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Evaluation of Portable Acceleration Solutions for LArTPC Simulation Using Wire-Cell Toolkit.
CoRR, 2021
High Energy Physics Forum for Computational Excellence: Working Group Reports (I. Applications Software II. Software Libraries and Tools III. Systems).
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CoRR, 2015