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05/23/2023
NeuralMatrix: Moving Entire Neural Networks to General Matrix Multiplication for Efficient Inference
In this study, we introduce NeuralMatrix, a novel framework that enables...
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03/06/2023
Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks
Adversarial attacks on a convolutional neural network (CNN) – injecting ...
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01/10/2023
Recursive Solution of Initial Value Problems with Temporal Discretization
We construct a continuous domain for temporal discretization of differen...
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06/13/2022
Acceleration of cerebral blood flow and arterial transit time maps estimation from multiple post-labeling delay arterial spin-labeled MRI via deep learning
Purpose: Arterial spin labeling (ASL) perfusion imaging indicates direct...
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03/01/2022
A Domain-Theoretic Framework for Robustness Analysis of Neural Networks
We present a domain-theoretic framework for validated robustness analysi...
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08/28/2021
A Visual Analytics System for Water Distribution System Optimization
The optimization of water distribution systems (WDSs) is vital to minimi...
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03/06/2021
ChartStory: Automated Partitioning, Layout, and Captioning of Charts into Comic-Style Narratives
Visual data storytelling is gaining importance as a means of presenting ...
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03/01/2021
Maximal function pooling with applications
Inspired by the Hardy-Littlewood maximal function, we propose a novel po...
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05/15/2020
A Learning-from-noise Dilated Wide Activation Network for denoising Arterial Spin Labeling (ASL) Perfusion Images
Arterial spin labeling (ASL) perfusion MRI provides a non-invasive way t...
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04/15/2020
Learning Furniture Compatibility with Graph Neural Networks
We propose a graph neural network (GNN) approach to the problem of predi...
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02/18/2020
A Visual Analytics System for Multi-model Comparison on Clinical Data Predictions
There is a growing trend of applying machine learning methods to medical...
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02/18/2020