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IAUnet: Global Context-Aware Feature Learning for Person Re-Identification

Sep 02, 2020
Ruibing Hou, Bingpeng Ma, Hong Chang, Xinqian Gu, Shiguang Shan, Xilin Chen

* 14 pages, 9 figures. Accepted by IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 

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Temporal Complementary Learning for Video Person Re-Identification

Jul 18, 2020
Ruibing Hou, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen

* 17 pages, 6 figures, accepted by ECCV2020 

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Sketching Image Gist: Human-Mimetic Hierarchical Scene Graph Generation

Jul 17, 2020
Wenbin Wang, Ruiping Wang, Shiguang Shan, Xilin Chen

* Accepted by ECCV 2020 

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Video-based Remote Physiological Measurement via Cross-verified Feature Disentangling

Jul 16, 2020
Xuesong Niu, Zitong Yu, Hu Han, Xiaobai Li, Shiguang Shan, Guoying Zhao


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PA-GAN: Progressive Attention Generative Adversarial Network for Facial Attribute Editing

Jul 12, 2020
Zhenliang He, Meina Kan, Jichao Zhang, Shiguang Shan

* Code: https://github.com/LynnHo/PA-GAN-Tensorflow 

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Synchronous Bidirectional Learning for Multilingual Lip Reading

May 12, 2020
Mingshuang Luo, Shuang Yang, Xilin Chen, Zitao Liu, Shiguang Shan

* 12 pages,2 figures,4 tables 

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Single-Side Domain Generalization for Face Anti-Spoofing

Apr 29, 2020
Yunpei Jia, Jie Zhang, Shiguang Shan, Xilin Chen


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Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation

Apr 09, 2020
Yude Wang, Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen

* To appear at CVPR 2020 (Oral) 

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Cross-domain Face Presentation Attack Detection via Multi-domain Disentangled Representation Learning

Apr 04, 2020
Guoqing Wang, Hu Han, Shiguang Shan, Xilin Chen

* Accepted by CVPR2020 

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Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text

Mar 31, 2020
Difei Gao, Ke Li, Ruiping Wang, Shiguang Shan, Xilin Chen

* Published as a CVPR2020 paper 

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The 1st Challenge on Remote Physiological Signal Sensing (RePSS)

Mar 26, 2020
Xiaobai Li, Hu Han, Hao Lu, Xuesong Niu, Zitong Yu, Antitza Dantcheva, Guoying Zhao, Shiguang Shan


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Mutual Information Maximization for Effective Lip Reading

Mar 13, 2020
Xing Zhao, Shuang Yang, Shiguang Shan, Xilin Chen

* 8 pages, Accepted in the 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) 

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Deformation Flow Based Two-Stream Network for Lip Reading

Mar 13, 2020
Jingyun Xiao, Shuang Yang, Yuanhang Zhang, Shiguang Shan, Xilin Chen

* 7 pages, FG 2020 

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Pseudo-Convolutional Policy Gradient for Sequence-to-Sequence Lip-Reading

Mar 09, 2020
Mingshuang Luo, Shuang Yang, Shiguang Shan, Xilin Chen

* 8 pages, Accepted in the 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) 

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Can We Read Speech Beyond the Lips? Rethinking RoI Selection for Deep Visual Speech Recognition

Mar 09, 2020
Yuanhang Zhang, Shuang Yang, Jingyun Xiao, Shiguang Shan, Xilin Chen

* 8 pages; accepted in the 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) 

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Emotion Recognition for In-the-wild Videos

Feb 13, 2020
Hanyu Liu, Jiabei Zeng, Shiguang Shan, Xilin Chen


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$M^3$T: Multi-Modal Continuous Valence-Arousal Estimation in the Wild

Feb 07, 2020
Yuan-Hang Zhang, Rulin Huang, Jiabei Zeng, Shiguang Shan, Xilin Chen

* 6 pages, technical report; submission to ABAW Challenge at FG 2020 

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Deep Heterogeneous Hashing for Face Video Retrieval

Nov 04, 2019
Shishi Qiao, Ruiping Wang, Shiguang Shan, Xilin Chen

* IEEE Transactions on Image Processing 2019 
* 14 pages, 17 figures, 4 tables, accepted by IEEE Transactions on Image Processing (TIP) 2019 

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FCSR-GAN: Joint Face Completion and Super-resolution via Multi-task Learning

Nov 04, 2019
Jiancheng Cai, Hu Han, Shiguang Shan, Xilin Chen

* To appear in IEEE Trans. BIOM 

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RhythmNet: End-to-end Heart Rate Estimation from Face via Spatial-temporal Representation

Nov 04, 2019
Xuesong Niu, Shiguang Shan, Hu Han, Xilin Chen


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Multi-label Co-regularization for Semi-supervised Facial Action Unit Recognition

Oct 24, 2019
Xuesong Niu, Hu Han, Shiguang Shan, Xilin Chen


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Cross Attention Network for Few-shot Classification

Oct 17, 2019
Ruibing Hou, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen

* 12 pages, 4 figures. NeurIPS 2019 (Accepted) 

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Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval

Oct 11, 2019
Sijin Wang, Ruiping Wang, Ziwei Yao, Shiguang Shan, Xilin Chen

* Accepted by WACV 2020 

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Self-supervised Scale Equivariant Network for Weakly Supervised Semantic Segmentation

Sep 09, 2019
Yude Wang, Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen

* 8 pages, 6 figures 

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From Two Graphs to N Questions: A VQA Dataset for Compositional Reasoning on Vision and Commonsense

Aug 23, 2019
Difei Gao, Ruiping Wang, Shiguang Shan, Xilin Chen


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Transferable Contrastive Network for Generalized Zero-Shot Learning

Aug 16, 2019
Huajie Jiang, Ruiping Wang, Shiguang Shan, Xilin Chen

* To appear in ICCV 2019 

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Temporal Knowledge Propagation for Image-to-Video Person Re-identification

Aug 11, 2019
Xinqian Gu, Bingpeng Ma, Hong Chang, Shiguang Shan, Xilin Chen

* Accepted by ICCV 2019 

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