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P. Thomas Fletcher

Electrical & Computer Engineering, University of Virginia

Measuring Feature Dependency of Neural Networks by Collapsing Feature Dimensions in the Data Manifold

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Apr 18, 2024
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Learning Spatially-Continuous Fiber Orientation Functions

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Dec 10, 2023
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Quantifying Hippocampal Shape Asymmetry in Alzheimer's Disease Using Optimal Shape Correspondences

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Dec 02, 2023
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Feature Gradient Flow for Interpreting Deep Neural Networks in Head and Neck Cancer Prediction

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Jul 24, 2023
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NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using Diffusion Models

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Mar 20, 2023
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Deep Learning the Shape of the Brain Connectome

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Mar 06, 2022
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Integrated Construction of Multimodal Atlases with Structural Connectomes in the Space of Riemannian Metrics

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Sep 20, 2021
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Structural Connectome Atlas Construction in the Space of Riemannian Metrics

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Mar 09, 2021
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The Adversarial Attack and Detection under the Fisher Information Metric

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Oct 09, 2018
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Semi-supervised Learning with GANs: Manifold Invariance with Improved Inference

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Dec 05, 2017
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