Generative Translation Priors: Bayesian Imaging with Cross-Modality Image Translation

arXiv:2608.28872 · eess.IV, cs.CV, cs.LG · Submitted 2026-08-28 · Read on arXiv

eess.IV, cs.CV, cs.LG

Submitted: 2026-08-28

Updated: 2026-08-28

Comments: 51 pages, 12 figures. Code is available at https://github.com/Hopkins-CIG/GTP

Code: https://github.com/Hopkins-CIG/GTP

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Generative Translation Priors — 2× in this paper
• Bayesian Framework — 1× in this paper · explained in 3 episodes
• Fidelity — 1× in this paper · explained in 2 episodes
• Inverse Problem — 1× in this paper · explained in 2 episodes
• Steering — 1× in this paper · explained in 2 episodes

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