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08/25/2023
A Fast Minimization Algorithm for the Euler Elastica Model Based on a Bilinear Decomposition
The Euler Elastica (EE) model with surface curvature can generate artifa...
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03/18/2023
LossMix: Simplify and Generalize Mixup for Object Detection and Beyond
The success of data mixing augmentations in image classification tasks h...
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12/06/2016
Correlation Alignment for Unsupervised Domain Adaptation
In this chapter, we present CORrelation ALignment (CORAL), a simple yet ...
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07/06/2016
Deep CORAL: Correlation Alignment for Deep Domain Adaptation
Deep neural networks are able to learn powerful representations from lar...
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11/17/2015
Return of Frustratingly Easy Domain Adaptation
Unlike human learning, machine learning often fails to handle changes be...
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04/09/2015
What Do Deep CNNs Learn About Objects?
Deep convolutional neural networks learn extremely powerful image repres...
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12/22/2014
Learning Deep Object Detectors from 3D Models
Crowdsourced 3D CAD models are becoming easily accessible online, and ca...
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11/27/2013