Marcello Carioni

According to our database, Marcello Carioni authored at least 8 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Asymptotic linear convergence of fully-corrective generalized conditional gradient methods.

Kristian Bredies, Marcello Carioni, Silvio Fanzon, Daniel Walter

Math. Program., May, 2024

Implicit neural representations for unsupervised super-resolution and denoising of 4D flow MRI.

Simone Saitta, Marcello Carioni, Subhadip Mukherjee, Carola-Bibiane Schönlieb, Alberto Redaelli

Comput. Methods Programs Biomed., 2024

2023

A Generalized Conditional Gradient Method for Dynamic Inverse Problems with Optimal Transport Regularization.

Kristian Bredies, Marcello Carioni, Silvio Fanzon, Francisco Romero

Found. Comput. Math., June, 2023

Unsupervised approaches based on optimal transport and convex analysis for inverse problems in imaging.

Marcello Carioni, Subhadip Mukherjee, Hong Ye Tan, Junqi Tang

CoRR, 2023

2021

CAFLOW: Conditional Autoregressive Flows.

Georgios Batzolis, Marcello Carioni, Christian Etmann, Soroosh Afyouni, Zoe Kourtzi, Carola-Bibiane Schönlieb

CoRR, 2021

End-to-end reconstruction meets data-driven regularization for inverse problems.

Subhadip Mukherjee, Marcello Carioni, Ozan Öktem, Carola-Bibiane Schönlieb

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

Sinkhorn AutoEncoders.

Giorgio Patrini, Rianne van den Berg, Patrick Forré, Marcello Carioni, Samarth Bhargav, Max Welling, Tim Genewein, Frank Nielsen

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

2016

Loss factorization, weakly supervised learning and label noise robustness.

Giorgio Patrini, Frank Nielsen, Richard Nock, Marcello Carioni

Proceedings of the 33nd International Conference on Machine Learning, 2016