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04/08/2021
InAugment: Improving Classifiers via Internal Augmentation
Image augmentation techniques apply transformation functions such as rot...
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02/11/2021
SWAGAN: A Style-based Wavelet-driven Generative Model
In recent years, considerable progress has been made in the visual quali...
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09/04/2020
SketchPatch: Sketch Stylization via Seamless Patch-level Synthesis
The paradigm of image-to-image translation is leveraged for the benefit ...
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07/15/2020
Focus-and-Expand: Training Guidance Through Gradual Manipulation of Input Features
We present a simple and intuitive Focus-and-eXpand () method to guide th...
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05/15/2020
Face Identity Disentanglement via Latent Space Mapping
Learning disentangled representations of data is a fundamental problem i...
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04/05/2020
Structural-analogy from a Single Image Pair
The task of unsupervised image-to-image translation has seen substantial...
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03/18/2020
Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation
Many applications, such as autonomous driving, heavily rely on multi-mod...
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06/15/2019