Lynton Ardizzone

Guided Image Generation with Conditional Invertible Neural Networks

Lynton Ardizzone, Carsten Lüth, Jakob Kruse et al. · arXiv (Cornell University) · 2019 · 261 citations · Full text

Image Generation, Machine Vision, Image Analysis +14

BayesFlow: Learning Complex Stochastic Models With Invertible Neural Networks

Stefan T. Radev, Ulf K. Mertens, Lynton Ardizzone et al. · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 202 citations

Bayesian Statistic, Engineering, Machine Learning +18

Analyzing Inverse Problems with Invertible Neural Networks

Lynton Ardizzone, Jakob Kruse, Sebastian Wirkert et al. · arXiv (Cornell University) · 2018 · 154 citations · Full text

Artificial Intelligence, Parameter Space, Engineering +17

Stellar parameter determination from photometry using invertible neural networks

Victor F. Ksoll, Lynton Ardizzone, Ralf S. Klessen et al. · Monthly Notices of the Royal Astronomical Society · 2020 · 29 citations · Full text

Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks

Tim Adler, Lynton Ardizzone, Anant Vemuri et al. · International Journal of Computer Assisted Radiology and Surgery · 2019 · 28 citations · Full text

Engineering, Uncertainty Quantification, Optical Testing +10