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Diagnosing Concept Drift with Visual Analytics

Jul 29, 2020
Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu

* 10 pages + 2 pages reference, 8 figures, VAST 2020 

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Diagnosing Concept Drift in Streaming Data

Jul 28, 2020
Weikai Yang, Zhen Li, Mengchen Liu, Yafeng Lu, Kelei Cao, Ross Maciejewski, Shixia Liu

* 10 pages, 8 figures, VAST 2020 

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DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search

Mar 27, 2020
Xiyang Dai, Dongdong Chen, Mengchen Liu, Yinpeng Chen, Lu Yuan


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Dynamic ReLU

Mar 22, 2020
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu

* Technical report 

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Analyzing the Noise Robustness of Deep Neural Networks

Jan 26, 2020
Kelei Cao, Mengchen Liu, Hang Su, Jing Wu, Jun Zhu, Shixia Liu


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Dynamic Convolution: Attention over Convolution Kernels

Dec 07, 2019
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu

* Technical report 

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Towards Better Analysis of Machine Learning Models: A Visual Analytics Perspective

Feb 04, 2017
Shixia Liu, Xiting Wang, Mengchen Liu, Jun Zhu

* This article will be published in Visual Infomatics 

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Towards Better Analysis of Deep Convolutional Neural Networks

May 04, 2016
Mengchen Liu, Jiaxin Shi, Zhen Li, Chongxuan Li, Jun Zhu, Shixia Liu

* Submitted to VIS 2016 

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