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Learning a Self-inverse Network for Unpaired Bidirectional Image-to-image Translation
Recently image-to-image translation has attracted significant interests ...
09/09/2019 ∙ by Zengming Shen, et al. ∙
33
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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...
09/09/2019 ∙ by Zengming Shen, et al. ∙
18
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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...
04/27/2019 ∙ by Yang Li, et al. ∙
0
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Regularized Ensembles and Transferability in Adversarial Learning
Despite the considerable success of convolutional neural networks in a b...
12/05/2018 ∙ by Yifan Chen, et al. ∙
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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...
07/21/2018 ∙ by Yue Zhang, et al. ∙
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A Collective Variational Autoencoder for Top-N Recommendation with Side Information
Recommender systems have been studied extensively due to their practical...
07/16/2018 ∙ by Yifan Chen, et al. ∙
0
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W-net: Bridged U-net for 2D Medical Image Segmentation
In this paper, we focus on three problems in deep learning based medical...
07/12/2018 ∙ by Wanli Chen, et al. ∙
2
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Natural gradient in Wasserstein statistical manifold
We study the Wasserstein natural gradient in parametric statistical mode...
05/22/2018 ∙ by Yifan Chen, et al. ∙
1
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Content-Based Top-N Recommendation using Heterogeneous Relations
Top-N recommender systems have been extensively studied. However, the sp...
06/27/2016 ∙ by Yifan Chen, et al. ∙
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