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09/15/2023
Circular Clustering with Polar Coordinate Reconstruction
There is a growing interest in characterizing circular data found in bio...
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08/26/2023
Fixating on Attention: Integrating Human Eye Tracking into Vision Transformers
Modern transformer-based models designed for computer vision have outper...
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07/13/2021
Oversampling Divide-and-conquer for Response-skewed Kernel Ridge Regression
The divide-and-conquer method has been widely used for estimating large-...
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04/21/2020
An Asympirical Smoothing Parameters Selection Approach for Smoothing Spline ANOVA Models in Large Samples
Large samples have been generated routinely from various sources. Classi...
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02/10/2019
Optimal Penalized Function-on-Function Regression under a Reproducing Kernel Hilbert Space Framework
Many scientific studies collect data where the response and predictor va...
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01/09/2019
Image Recognition of Tea Leaf Diseases Based on Convolutional Neural Network
In order to identify and prevent tea leaf diseases effectively, convolut...
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12/21/2018
Learning from Web Data: the Benefit of Unsupervised Object Localization
Annotating a large number of training images is very time-consuming. In ...
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12/05/2018