AmbientFlow: Invertible generative models from incomplete, noisy measurements

Keyphrases

• Invertible 100%
• Noisy Measurements 100%
• Generative Models 100%
• Flow-based Generative Model 100%
• Image Reconstruction 66%
• Incomplete Data 66%
• Data Sharing 33%
• Acquisition Time 33%
• Diverse Sample 33%
• Noisy Data 33%
• Computational Imaging 33%
• Density Estimates 33%
• Object Distributions 33%
• Noisy-OR 33%
• High-dose Radiation 33%
• Posterior Sampling 33%
• Inference Tasks 33%
• Partially Observed 33%
• Imaging Sciences 33%
• Variational Bayesian Inference 33%
• High-quality Dataset 33%
• Learning Flow 33%

Computer Science

• Generative Model 100%
• Image Reconstruction 40%
• Data Sharing 20%
• Acquisition Time 20%
• Potential Application 20%
• Density Estimate 20%
• Inference Task 20%

Engineering

• Generative Model 100%
• Image Reconstruction 40%
• Potential Application 20%
• Acquisition Time 20%
• Numerical Study 20%
• Density Estimate 20%