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04/25/2021
Model-based metrics: Sample-efficient estimates of predictive model subpopulation performance
Machine learning models - now commonly developed to screen, diagnose, or...
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11/13/2019
Modeling patterns of smartphone usage and their relationship to cognitive health
The ubiquity of smartphone usage in many people's lives make it a rich s...
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07/27/2018
Diverse feature visualizations reveal invariances in early layers of deep neural networks
Visualizing features in deep neural networks (DNNs) can help understandi...
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12/18/2017
Guiding human gaze with convolutional neural networks
The eye fixation patterns of human observers are a fundamental indicator...
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02/22/2017
Synthesising Dynamic Textures using Convolutional Neural Networks
Here we present a parametric model for dynamic textures. The model is ba...
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11/23/2016
Controlling Perceptual Factors in Neural Style Transfer
Neural Style Transfer has shown very exciting results enabling new forms...
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06/19/2016
Preserving Color in Neural Artistic Style Transfer
This note presents an extension to the neural artistic style transfer al...
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05/31/2016
Texture Synthesis Using Shallow Convolutional Networks with Random Filters
Here we demonstrate that the feature space of random shallow convolution...
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08/26/2015
A Neural Algorithm of Artistic Style
In fine art, especially painting, humans have mastered the skill to crea...
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05/27/2015