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Morteza Mardani

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AGG: Amortized Generative 3D Gaussians for Single Image to 3D

Jan 08, 2024
Dejia Xu, Ye Yuan, Morteza Mardani, Sifei Liu, Jiaming Song, Zhangyang Wang, Arash Vahdat

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SMRD: SURE-based Robust MRI Reconstruction with Diffusion Models

Oct 18, 2023
Batu Ozturkler, Chao Liu, Benjamin Eckart, Morteza Mardani, Jiaming Song, Jan Kautz

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Generative Residual Diffusion Modeling for Km-scale Atmospheric Downscaling

Sep 28, 2023
Morteza Mardani, Noah Brenowitz, Yair Cohen, Jaideep Pathak, Chieh-Yu Chen, Cheng-Chin Liu, Arash Vahdat, Karthik Kashinath, Jan Kautz, Mike Pritchard

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AutoSamp: Autoencoding MRI Sampling via Variational Information Maximization

Jun 07, 2023
Cagan Alkan, Morteza Mardani, Shreyas S. Vasanawala, John M. Pauly

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A Variational Perspective on Solving Inverse Problems with Diffusion Models

May 07, 2023
Morteza Mardani, Jiaming Song, Jan Kautz, Arash Vahdat

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Multiscale Attention via Wavelet Neural Operators for Vision Transformers

Mar 26, 2023
Anahita Nekoozadeh, Mohammad Reza Ahmadzadeh, Zahra Mardani, Morteza Mardani

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FourCastNet: Accelerating Global High-Resolution Weather Forecasting using Adaptive Fourier Neural Operators

Aug 08, 2022
Thorsten Kurth, Shashank Subramanian, Peter Harrington, Jaideep Pathak, Morteza Mardani, David Hall, Andrea Miele, Karthik Kashinath, Animashree Anandkumar

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GLEAM: Greedy Learning for Large-Scale Accelerated MRI Reconstruction

Jul 18, 2022
Batu Ozturkler, Arda Sahiner, Tolga Ergen, Arjun D Desai, Christopher M Sandino, Shreyas Vasanawala, John M Pauly, Morteza Mardani, Mert Pilanci

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Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers

May 20, 2022
Arda Sahiner, Tolga Ergen, Batu Ozturkler, John Pauly, Morteza Mardani, Mert Pilanci

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