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UnrealPerson: An Adaptive Pipeline towards Costless Person Re-identification

Dec 09, 2020
Tianyu Zhang, Lingxi Xie, Longhui Wei, Zijie Zhuang, Yongfei Zhang, Bo Li, Qi Tian

* 10 pages, 5 figure 

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Heterogeneous Contrastive Learning: Encoding Spatial Information for Compact Visual Representations

Nov 19, 2020
Xinyue Huo, Lingxi Xie, Longhui Wei, Xiaopeng Zhang, Hao Li, Zijie Yang, Wengang Zhou, Houqiang Li, Qi Tian

* 10 pages, 4 figures, 6 tables 

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Can Semantic Labels Assist Self-Supervised Visual Representation Learning?

Nov 17, 2020
Longhui Wei, Lingxi Xie, Jianzhong He, Jianlong Chang, Xiaopeng Zhang, Wengang Zhou, Houqiang Li, Qi Tian

* 10 pages, 4 figures, 8 tables 

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Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap

Aug 05, 2020
Lingxi Xie, Xin Chen, Kaifeng Bi, Longhui Wei, Yuhui Xu, Zhengsu Chen, Lanfei Wang, An Xiao, Jianlong Chang, Xiaopeng Zhang, Qi Tian

* 24 pages, 3 figures, 2 tables, meta data updated 

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GOLD-NAS: Gradual, One-Level, Differentiable

Jul 07, 2020
Kaifeng Bi, Lingxi Xie, Xin Chen, Longhui Wei, Qi Tian

* 14 pages, 5 figures 

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Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks

Apr 17, 2020
Xin Chen, Lingxi Xie, Jun Wu, Longhui Wei, Yuhui Xu, Qi Tian

* 17 pages, 2 figures and 3 tables 

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Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio

Apr 06, 2020
Zhengsu Chen, Jianwei Niu, Lingxi Xie, Xuefeng Liu, Longhui Wei, Qi Tian


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Circumventing Outliers of AutoAugment with Knowledge Distillation

Mar 25, 2020
Longhui Wei, An Xiao, Lingxi Xie, Xin Chen, Xiaopeng Zhang, Qi Tian

* 18 pages, 4 figures 

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Disassembling the Dataset: A Camera Alignment Mechanism for Multiple Tasks in Person Re-identification

Jan 23, 2020
Zijie Zhuang, Longhui Wei, Lingxi Xie, Hengheng Zhang, Tianyu Zhang, Haozhe Wu, Haizhou Ai, Qi Tian


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Stabilizing DARTS with Amended Gradient Estimation on Architectural Parameters

Nov 11, 2019
Kaifeng Bi, Changping Hu, Lingxi Xie, Xin Chen, Longhui Wei, Qi Tian

* 13 pages, 3 figures, submitted to ICLR 2020, just an update of the authors' emails 

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Single Camera Training for Person Re-identification

Sep 24, 2019
Tianyu Zhang, Lingxi Xie, Longhui Wei, Yongfei Zhang, Bo Li, Qi Tian


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Person Transfer GAN to Bridge Domain Gap for Person Re-Identification

Jun 25, 2018
Longhui Wei, Shiliang Zhang, Wen Gao, Qi Tian

* 10 pages, 9 figures; accepted in CVPR 2018 

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GLAD: Global-Local-Alignment Descriptor for Pedestrian Retrieval

Sep 13, 2017
Longhui Wei, Shiliang Zhang, Hantao Yao, Wen Gao, Qi Tian

* Accepted by ACM MM2017, 9 pages, 5 figures 

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