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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

  • STEADY: Simultaneous State Estimation and Dynamics Learning from Indirect Observations

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  • Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback Loop

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  • Fruit-fly inspired neighbor encoding for classification

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  • Adaptive Planner Parameter Learning (APPL)

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  • Synergies Between Affordance and Geometry: 6-DoF Grasp Detection via Implicit Representations

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  • MAUVE: Statistical Evaluation of LLMs and Generative AI

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Supported by the National Science Foundation

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