Yifan Chen

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University of Illinois at Urbana-Champaign

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Vanderbilt University

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University of Amsterdam

Featured Co-authors

Rui Wang
176 publications
Yue Zhang
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Maarten de Rijke
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Yu Qiao
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Yang Li
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Yevgeniy Vorobeychik
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Kaibin Huang
56 publications
Thomas S. Huang
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S. Kevin Zhou
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Bogdan Georgescu
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Xiaoying Tang
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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 ...

Zengming Shen, et al. ∙

∙ 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...

Zengming Shen, et al. ∙

∙ 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...

Yang Li, et al. ∙

∙ 12/05/2018

Regularized Ensembles and Transferability in Adversarial Learning

Despite the considerable success of convolutional neural networks in a b...

Yifan Chen, et al. ∙

∙ 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...

Yue Zhang, et al. ∙

∙ 07/16/2018

A Collective Variational Autoencoder for Top-N Recommendation with Side Information

Recommender systems have been studied extensively due to their practical...

Yifan Chen, et al. ∙

∙ 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...

Wanli Chen, et al. ∙

∙ 05/22/2018

Natural gradient in Wasserstein statistical manifold

We study the Wasserstein natural gradient in parametric statistical mode...

Yifan Chen, et al. ∙

∙ 06/27/2016

Content-Based Top-N Recommendation using Heterogeneous Relations

Top-N recommender systems have been extensively studied. However, the sp...

Yifan Chen, et al. ∙