Vasanawala, Shreyas

12 publications

NeurIPSW 2023 Using Deep Feature Distances for Evaluating MR Image Reconstruction Quality Philip M Adamson, Arjun D Desai, Jeffrey Dominic, Christian Bluethgen, Jeff P. Wood, Ali B Syed, Robert D. Boutin, Kathryn J. Stevens, Shreyas Vasanawala, John M. Pauly, Akshay S Chaudhari, Beliz Gunel

MIDL 2023 VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction Arjun D. Desai, Beliz Gunel, Batu M. Ozturkler, Harris Beg, Shreyas Vasanawala, Brian A. Hargreaves, Christopher Ré, John M Pauly, Akshay S. Chaudhari

NeurIPSW 2023 Variational Diffusion Models for Blind MRI Inverse Problems Cagan Alkan, Julio Oscanoa, Daniel Abraham, Mengze Gao, Aizada Nurdinova, Kawin Setsompop, John M. Pauly, Morteza Mardani, Shreyas Vasanawala

CVPRW 2022 Learned Compression of High Dimensional Image Datasets Elizabeth K. Cole, Qingxi Meng, John M. Pauly, Shreyas Vasanawala

NeurIPSW 2021 Deep Subspace Learning for Efficient Reconstruction of Spatiotemporal Imaging Data Christopher Michael Sandino, Frank Ong, Siddharth Srinivasan Iyer, Adam Bush, Shreyas Vasanawala

NeurIPSW 2021 Greedy Learning for Large-Scale Neural MRI Reconstruction Batu Ozturkler, Arda Sahiner, Tolga Ergen, Arjun D Desai, John M. Pauly, Shreyas Vasanawala, Morteza Mardani, Mert Pilanci

ICCVW 2021 K-Space Refinement in Deep Learning MR Reconstruction via Regularizing Scan Specific SPIRiT-Based Self Consistency Kanghyun Ryu, Cagan Alkan, Chanyeol Choi, Ikbeom Jang, Shreyas Vasanawala

NeurIPSW 2021 Multi-Task Accelerated MR Reconstruction Schemes for Jointly Training Multiple Contrasts Victoria Liu, Kanghyun Ryu, Cagan Alkan, John M. Pauly, Shreyas Vasanawala

NeurIPSW 2021 SSFD: Self-Supervised Feature Distance as an MR Image Reconstruction Quality Metric Philip M Adamson, Beliz Gunel, Jeffrey Dominic, Arjun D Desai, Daniel Spielman, Shreyas Vasanawala, John M. Pauly, Akshay Chaudhari

NeurIPSW 2020 Learning to Sample MRI via Variational Information Maximization Cagan Alkan, Morteza Mardani, Shreyas Vasanawala, John M. Pauly

NeurIPSW 2020 Risk Quantification in Deep MRI Reconstruction Vineet Edupuganti, Morteza Mardani, Shreyas Vasanawala, John M. Pauly

NeurIPS 2018 Neural Proximal Gradient Descent for Compressive Imaging Morteza Mardani, Qingyun Sun, David Donoho, Vardan Papyan, Hatef Monajemi, Shreyas Vasanawala, John Pauly