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Gradient Boosted Binary Histogram Ensemble for Large-scale Regression

Jun 03, 2021
Hanyuan Hang, Tao Huang, Yuchao Cai, Hanfang Yang, Zhouchen Lin

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Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging

Mar 30, 2021
Tao Huang, Weisheng Dong, Xin Yuan, Jinjian Wu, Guangming Shi

* 10 pages, 8 figures, CVPR 2021 

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Prioritized Architecture Sampling with Monto-Carlo Tree Search

Mar 22, 2021
Xiu Su, Tao Huang, Yanxi Li, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu

* Accepted by CVPR2021. We also release a NAS benchmark on the one-shot MobileNetV2 search space 

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Locally Free Weight Sharing for Network Width Search

Feb 24, 2021
Xiu Su, Shan You, Tao Huang, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu

* Accepted by ICLR 2021 Spotlight 

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Neighbor2Neighbor: Self-Supervised Denoising from Single Noisy Images

Jan 11, 2021
Tao Huang, Songjiang Li, Xu Jia, Huchuan Lu, Jianzhuang Liu

* 13 pages 

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Explicitly Learning Topology for Differentiable Neural Architecture Search

Nov 18, 2020
Tao Huang, Shan You, Yibo Yang, Zhuozhuo Tu, Fei Wang, Chen Qian, Changshui Zhang

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MG-GCN: Fast and Effective Learning with Mix-grained Aggregators for Training Large Graph Convolutional Networks

Nov 17, 2020
Tao Huang, Yihan Zhang, Jiajing Wu, Junyuan Fang, Zibin Zheng

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Quantum circuit architecture search: error mitigation and trainability enhancement for variational quantum solvers

Nov 12, 2020
Yuxuan Du, Tao Huang, Shan You, Min-Hsiu Hsieh, Dacheng Tao

* 8+9 pages. See also a concurrent paper that appeared yesterday [arXiv:2010.08561] 

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Data Agnostic Filter Gating for Efficient Deep Networks

Oct 28, 2020
Xiu Su, Shan You, Tao Huang, Hongyan Xu, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu

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GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet

Mar 25, 2020
Shan You, Tao Huang, Mingmin Yang, Fei Wang, Chen Qian, Changshui Zhang

* To appear in CVPR 2020 

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Robust Data Preprocessing for Machine-Learning-Based Disk Failure Prediction in Cloud Production Environments

Dec 20, 2019
Shujie Han, Jun Wu, Erci Xu, Cheng He, Patrick P. C. Lee, Yi Qiang, Qixing Zheng, Tao Huang, Zixi Huang, Rui Li

* 12 pages, 9 figures 

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Model Selection for Gaussian Mixture Models

Jan 16, 2013
Tao Huang, Heng Peng, Kun Zhang

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