Generative MRI

Robust MRI Using New Algorithms for Generative Machine Learning

Magnetic Resonance Imaging (MRI) is currently expensive and time consuming. Exam times can take upwards of 30 minutes to an hour. As a result, patient motion...

Research Project Details

Research Projects

Exploiting Shared Representations for Personalized Federated Learning
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Learning Under Ambiguity with Different Amounts of Annotation
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STEADY: Simultaneous State Estimation and Dynamics Learning from Indirect Observations
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Patch-VQ: 'Patching Up' the Video Quality Problem
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From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality
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Superquantile-Based Learning: From Centralized to Federated Learning
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