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Show, Tell and Discriminate: Image Captioning by Self-retrieval with Partially Labeled Data
The aim of image captioning is to generate captions by machine to describe image contents. Despite many efforts, generating …
Xihui Liu, Hongsheng Li, Jing Shao, Dapeng Chen, Xiaogang Wang
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Transductive Centroid Projection for Semi-supervised Large-Scale Recognition
Conventional deep semi-supervised learning methods, such as recursive clustering and training process, suffer from cumulative error and …
Yu Liu, Guanglu Song, Jing Shao, Xiao Jin, Xiaogang Wang
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Localization Guided Learning for Pedestrian Attribute Recognition
Pengze Liu, Xihui Liu, Junjie Yan, Jing Shao
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Avatar-Net: Multi-scale Zero-Shot Style Transfer by Feature Decoration
Zero-shot artistic style transfer is an important image synthesis problem aiming at transferring arbitrary style into content images. …
Lu Sheng, Ziyi Lin, Jing Shao, Xiaogang Wang
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Exploring Disentangled Feature Representation Beyond Face Identification
This paper proposes learning disentangled but complementary face features with a minimal supervision by face identification. …
Yu Liu, Fangyin Wei, Jing Shao, Lu Sheng, Junjie Yan, Xiaogang Wang
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Practical Block-Wise Neural Network Architecture Generation
Convolutional neural networks have gained a remarkable success in computer vision. However, most usable network architectures are …
Zhao Zhong, Junjie Yan, Wei Wu, Jing Shao, Cheng-Lin Liu
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Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association
Person re-identification is an important task that requires learning discriminative visual features for distinguishing different person …
Dapeng Chen, Hongsheng Li, Xihui Liu, Yantao Shen, Jing Shao, Zejian Yuan, Xiaogang Wang
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Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition
Recognizing visual relationships subject-predicate-object among any pair of localized objects is pivotal for image understanding. …
Guojun Yin, Lu Sheng, Bin Liu, Nenghai Yu, Xiaogang Wang, Jing Shao, Chen Change Loy
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HydraPlus-Net: Attentive Deep Features for Pedestrian Analysis
Pedestrian analysis plays a vital role in intelligent video surveillance and is a key component for security-centric computer vision …
Xihui Liu, Haiyu Zhao, Maoqing Tian, Lu Sheng, Jing Shao, Shuai Yi, Junjie Yan, Xiaogang Wang
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Orientation Invariant Feature Embedding and Spatial Temporal Regularization for Vehicle Re-identification
In this paper, we tackle the vehicle Re-identification (ReID) problem which is of great importance in urban surveillance and can be …
Zhongdao Wang, Luming Tang, Xihui Liu, Zhuliang Yao, Shuai Yi, Jing Shao, Junjie Yan, Shengjin Wang, Hongsheng Li, Xiaogang Wang
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