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A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows.

Agnimitra DasguptaDhruv V. PatelDeep RayErik A. JohnsonAssad A. Oberai
Published in: CoRR (2023)
Keyphrases
  • inverse problems
  • image reconstruction
  • convex optimization
  • global optimization
  • optimization methods
  • image sequences
  • high quality
  • multiscale
  • cost function
  • optimization problems
  • partial differential equations