Mohammad Zalbagi Darestani

Accelerated MRI With Un-Trained Neural Networks

Reinhard Heckel, Mohammad Zalbagi Darestani, Reinhard Heckel, 2020, IEEE Transactions on Computational Imaging.

Low cost DNA data storage using photolithographic synthesis and advanced information reconstruction and error correction

Reinhard Heckel, Philipp L Antkowiak, Wendelin J Stark, 2020, Nature Communications.

Can Un-trained Neural Networks Compete with Trained Neural Networks at Image Reconstruction? pdf

Reinhard Heckel, Mohammad Zalbagi Darestani, Reinhard Heckel, 2020, ArXiv.

Measuring Robustness in Deep Learning Based Compressive Sensing

Reinhard Heckel, Mohammad Zalbagi Darestani, Akshay Chaudhari, 2021, ICML.

Accelerated MRI With Un-Trained Neural Networks

Reinhard Heckel, Mohammad Zalbagi Darestani, 2021, IEEE Transactions on Computational Imaging.

MONAI: An open-source framework for deep learning in healthcare

Mohammad Zalbagi Darestani, Paul F. Jaeger, Brad W. Genereaux, 2022, ArXiv.

Measuring Robustness in Deep Learning Based Compressive Sensing

Mohammad Zalbagi Darestani, Reinhard Heckel, A. Chaudhari, 2021, ICML.

Test-Time Training Can Close the Natural Distribution Shift Performance Gap in Deep Learning Based Compressed Sensing

Mohammad Zalbagi Darestani, Reinhard Heckel, Jiayu Liu, 2022, ICML.