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ReSSL: Relational Self-Supervised Learning with Weak Augmentation


Jul 20, 2021
Mingkai Zheng, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu


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Vision Transformer Architecture Search


Jun 25, 2021
Xiu Su, Shan You, Jiyang Xie, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu


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K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets


Jun 11, 2021
Xiu Su, Shan You, Mingkai Zheng, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu

* Accepted by ICML 2021 

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BCNet: Searching for Network Width with Bilaterally Coupled Network


May 21, 2021
Xiu Su, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu

* Accepted by 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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Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search


Jan 27, 2021
Yibo Yang, Shan You, Hongyang Li, Fei Wang, Chen Qian, Zhouchen Lin


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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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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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ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding


Oct 13, 2020
Yibo Yang, Hongyang Li, Shan You, Fei Wang, Chen Qian, Zhouchen Lin

* NeurIPS 2020 

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Quantum differentially private sparse regression learning


Jul 23, 2020
Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Shan You, Dacheng Tao


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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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Bringing Giant Neural Networks Down to Earth with Unlabeled Data


Jul 13, 2019
Yehui Tang, Shan You, Chang Xu, Boxin Shi, Chao Xu


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Privileged Multi-label Learning


Jan 25, 2017
Shan You, Chang Xu, Yunhe Wang, Chao Xu, Dacheng Tao


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Parts for the Whole: The DCT Norm for Extreme Visual Recovery


Apr 19, 2016
Yunhe Wang, Chang Xu, Shan You, Dacheng Tao, Chao Xu


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Streaming Label Learning for Modeling Labels on the Fly


Apr 19, 2016
Shan You, Chang Xu, Yunhe Wang, Chao Xu, Dacheng Tao


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