Shen Yan

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ebay ∙ Michigan State University

The Twelvefold Way of Non-Sequential Lossless Compression

Many information sources are not just sequences of distinguishable symbo...
11/08/2020 ∙ by Taha Ameen ur Rahman, et al. ∙ 0 ∙ share

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Deep Learning in the Era of Edge Computing: Challenges and Opportunities

The era of edge computing has arrived. Although the Internet is the back...
10/17/2020 ∙ by Mi Zhang, et al. ∙ 74 ∙ share

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Image Retrieval for Structure-from-Motion via Graph Convolutional Network

Conventional image retrieval techniques for Structure-from-Motion (SfM) ...
09/17/2020 ∙ by Shen Yan, et al. ∙ 0 ∙ share

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Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?

Existing Neural Architecture Search (NAS) methods either encode neural a...
06/12/2020 ∙ by Shen Yan, et al. ∙ 29 ∙ share

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Improve Unsupervised Domain Adaptation with Mixup Training

Unsupervised domain adaptation studies the problem of utilizing a releva...
01/03/2020 ∙ by Shen Yan, et al. ∙ 0 ∙ share

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Unsupervised Visual Representation Learning with Increasing Object Shape Bias

(Very early draft)Traditional supervised learning keeps pushing convolut...
11/17/2019 ∙ by Zhibo Wang, et al. ∙ 0 ∙ share

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A closer look at network resolution for efficient network design

There is growing interest in designing lightweight neural networks for m...
09/27/2019 ∙ by Taojiannan Yang, et al. ∙ 0 ∙ share

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HM-NAS: Efficient Neural Architecture Search via Hierarchical Masking

The use of automatic methods, often referred to as Neural Architecture S...
08/31/2019 ∙ by Shen Yan, et al. ∙ 0 ∙ share

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Word-based Domain Adaptation for Neural Machine Translation

In this paper, we empirically investigate applying word-level weights to...
06/07/2019 ∙ by Shen Yan, et al. ∙ 0 ∙ share

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Learning Low-shot facial representations via 2D warping

Face recognition has seen a significant improvement by using the deep co...
12/13/2017 ∙ by Shen Yan, et al. ∙ 0 ∙ share

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Shen Yan

Featured Co-authors

Yu Liu

Peng Xu

Mubarak Shah

Chen Chen

Lav R. Varshney

Fan Wu

Nicholas D. Lane

Yifan Zhang

Yu Zheng

Xiaoyu Zhang

Faen Zhang

The Twelvefold Way of Non-Sequential Lossless Compression

Deep Learning in the Era of Edge Computing: Challenges and Opportunities

Image Retrieval for Structure-from-Motion via Graph Convolutional Network

Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?

Improve Unsupervised Domain Adaptation with Mixup Training

Unsupervised Visual Representation Learning with Increasing Object Shape Bias

A closer look at network resolution for efficient network design

HM-NAS: Efficient Neural Architecture Search via Hierarchical Masking

Word-based Domain Adaptation for Neural Machine Translation

Learning Low-shot facial representations via 2D warping