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09/09/2019
Learning a Self-inverse Network for Unpaired Bidirectional Image-to-image Translation
Recently image-to-image translation has attracted significant interests ...
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research
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09/09/2019
Towards Learning a Self-inverse Network for Bidirectional Image-to-image Translation
The one-to-one mapping is necessary for many bidirectional image-to-imag...
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04/27/2019
Learning-based Rate Adaptation for Uplink Massive MIMO Networks with Cooperative Data-Assisted Detection
In this paper, the uplink adaptation for massive multiple-input-multiple...
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12/05/2018
Regularized Ensembles and Transferability in Adversarial Learning
Despite the considerable success of convolutional neural networks in a b...
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07/21/2018
A post-processing method to improve the white matter hyperintensity segmentation accuracy for randomly-initialized U-net
White matter hyperintensity (WMH) is commonly found in elder individuals...
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07/16/2018
A Collective Variational Autoencoder for Top-N Recommendation with Side Information
Recommender systems have been studied extensively due to their practical...
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07/12/2018
W-net: Bridged U-net for 2D Medical Image Segmentation
In this paper, we focus on three problems in deep learning based medical...
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05/22/2018
Natural gradient in Wasserstein statistical manifold
We study the Wasserstein natural gradient in parametric statistical mode...
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06/27/2016