Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Riccardo Barbano

Is Deep Image Prior in Need of a Good Education?

Nov 23, 2021
Riccardo Barbano, Johannes Leuschner, Maximilian Schmidt, Alexander Denker, Andreas Hauptmann, Peter Maaß, Bangti Jin

  Access Paper or Ask Questions

Conditional Variational Autoencoder for Learned Image Reconstruction

Oct 25, 2021
Chen Zhang, Riccardo Barbano, Bangti Jin

* 22 pages, preliminary version appeared as 1908.01010 

  Access Paper or Ask Questions

Unsupervised Knowledge-Transfer for Learned Image Reconstruction

Jul 06, 2021
Riccardo Barbano, Zeljko Kereta, Andreas Hauptmann, Simon R. Arridge, Bangti Jin

  Access Paper or Ask Questions

Quantifying Sources of Uncertainty in Deep Learning-Based Image Reconstruction

Nov 30, 2020
Riccardo Barbano, Željko Kereta, Chen Zhang, Andreas Hauptmann, Simon Arridge, Bangti Jin

* NeurIPS 2020 Workshop on Deep Learning and Inverse Problems 

  Access Paper or Ask Questions

Quantifying Model Uncertainty in Inverse Problems via Bayesian Deep Gradient Descent

Jul 20, 2020
Riccardo Barbano, Chen Zhang, Simon Arridge, Bangti Jin

* 8 pages, 6 figures 

  Access Paper or Ask Questions