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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

  • Robust MRI Using New Algorithms for Generative Machine Learning

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  • Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve

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  • Fruit-fly inspired neighbor encoding for classification

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  • A Universal Law of Robustness via Isoperimetry

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  • Intermediate Layer Optimization for Inverse Problems using Deep Generative Models

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  • Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective

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  • Universal Transferrable Tickets from Pre-training

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  • Kernel-based Translations of Convolutional Networks

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  • Learning Winning Subnetworks Provably via Greedy Forward Optimization

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  • End-to-End Statistical Learning, with or without Labels

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Supported by the National Science Foundation

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