Brett Viren

ORCID: 0000-0002-4880-6308
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About
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Research Areas
  • Particle physics theoretical and experimental studies
  • Neutrino Physics Research
  • Radiation Detection and Scintillator Technologies
  • High-Energy Particle Collisions Research
  • Radioactive contamination and transfer
  • Quantum Chromodynamics and Particle Interactions
  • Astrophysics and Cosmic Phenomena
  • Advanced Image Processing Techniques
  • Scientific Computing and Data Management
  • Computer Graphics and Visualization Techniques
  • Advanced Data Storage Technologies
  • Distributed and Parallel Computing Systems
  • Generative Adversarial Networks and Image Synthesis

Brookhaven National Laboratory
2013-2024

Unpaired image-to-image translation has broad applications in art, design, and scientific simulations. One early breakthrough was CycleGAN that emphasizes one-to-one mappings between two unpaired image domains via generative-adversarial networks (GAN) coupled with the cycle-consistency constraint, while more recent works promote one-to-many mapping to boost diversity of translated images. Motivated by simulation needs, this work revisits classic framework boosts its performance outperform...

10.1109/wacv56688.2023.00077 article EN 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023-01-01
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