Visual Information Processing and Learning

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2020

Yude Wang, Jie Zhang, Meina Kan, Shiguang Shan, Xilin Chen, "Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020), pp. 12275–12284, 2020. [Paper] [Code]
Ruikui Wang, Shishi Qiao, Ruiping Wang, Shiguang Shan, Xilin Chen, "Hybrid Video and Image Hashing for Robust Face Retrieval," IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) , pp. 186-193, 2020.[Paper] [Code]
Wenbin Wang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Sketching Image Gist: Human-Mimetic Hierarchical Scene Graph Generation,” 16th European Conference on Computer Vision (ECCV 2020), Aug. 23-28, 2020.[Paper] [Code]
Difei Gao, Ke Li, Ruiping Wang, Shiguang Shan, Xilin Chen, “Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2020), pp. 12746–12756, 2020. [Paper] [Code]
Sijin Wang, Ruiping Wang, Ziwei Yao, Shiguang Shan, Xilin Chen, “Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval,” IEEE Winter Conference of Applications on Computer Vision (WACV 2020), pp. 1508–1517, Aspen, CO, Mar. 2-5, 2020. [Paper] [Code]
Ruikui Wang, Ruiping Wang, Shishi Qiao, Shiguang Shan, Xilin Chen, “Deep Position-Aware Hashing for Semantic Continuous Image Retrieval,” IEEE Winter Conference of Applications on Computer Vision (WACV 2020), pp. 2493–2502, Aspen, CO, Mar. 2-5, 2020.[Paper] [Code]
Shishi Qiao, Ruiping Wang, Shiguang Shan, Xilin Chen, “Deep Heterogeneous Hashing for Face Video Retrieval,” IEEE Transactions on Image Processing, vol. 29, no. 1, pp. 1299-1312, Dec. 2020.[Paper][Code]

2019

Xuesong Niu, Hu Han, Shiguang Shan, and Xilin Chen. Multi-label Co-regularization for Semi-supervised Facial Action Unit Recognition, The Thirty-third Annual Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, Dec. 8-14, 2019. [Paper] [Code]
Jiancheng Cai, Hu Han, Shiguang Shan, and Xilin Chen, "FCSR-GAN: Joint Face Completion and Super-resolution via Multi-task Learning," IEEE Transactions on Biometrics, Behavior, and Identity Science (T-BIOM), 2019. [Paper] [Code]
Huajie Jiang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Transferable Contrastive Network for Generalized Zero-Shot Learning,” 17th IEEE International Conference on Computer Vision (ICCV 2019), pp. 9764-9773, Seoul, Korea, Oct. 27-Nov. 2, 2019.[Paper][Code]
Wenbin Wang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Exploring Context and Visual Pattern of Relationship for Scene Graph Generation,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019), pp. 8188-8197, Long Beach, CA, June 16-20, 2019. [Paper][Code]

2018

Yirong Mao, Ruiping Wang, Shiguang Shan, Xilin Chen, “COSONet: Compact Second-Order Network for Video Face Recognition,” 14th Asian Conference on Computer Vision (ACCV 2018),Dec. 2-6, 2018. (Oral)[Paper][code]
Yong Liu, Ruiping Wang, Shiguang Shan, Xilin Chen, "Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships," IEEE Conference on Computer Vision and Pattern Recognition(CVPR2018), pp. 6985-6994, Salt Lake City, UT, June 18-22, 2018.[Paper][code]
Lanqing Hu, Meina Kan, Shiguang Shan, Xilin Chen, "Duplex Generative Adversarial Network for Unsupervised Domain Adaptation," IEEE Conference on Computer Vision and Pattern Recognition(CVPR2018), [Paper][code]
Huajie Jiang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition,” 15th European Conference on Computer Vision (ECCV 2018), Munich, Germany, Sep. 8-14, 2018.[Paper] [code]
Chen He, Ruiping Wang, Shiguang Shan, Xilin Chen, "Exemplar-Supported Generative Reproduction for Class Incremental Learning," 29th British Machine Vision Conference (BMVC2018), Newcastle upon Tyne, UK, Sep. 3-6, 2018.[Paper] [code]

2017

Huajie Jiang, Ruiping Wang, Shiguang Shan, Yi Yang, Xilin Chen, “Learning Discriminative Latent Attributes for Zero-Shot Classification,” 16th IEEE International Conference on Computer Vision (ICCV 2017), pp. 4223-4232, Venice, Italy, Oct. 22-29, 2017. [Paper][code]
Haomiao Liu, Ruiping Wang, Shiguang Shan, Xilin Chen, “Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), pp. 6259-6268, Honolulu, HI, July 21-26, 2017. [Paper][Code]

2016

Haomiao Liu, Ruiping Wang, Shiguang Shan, Xilin Chen, “Deep Supervised Hashing for Fast Image Retrieval,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), pp. 2064-2072, Las Vegas, NV, June 26-July 1, 2016.[Paper][Code]
Wen Wang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Prototype Discriminative Learning for Face Image Set Classification,” 13th Asian Conference on Computer Vision (ACCV 2016), Part III, LNCS 10113, pp. 344-360, Nov. 20-24, 2016. [Paper][Code]
Shishi Qiao, Ruiping Wang, Shiguang Shan, Xilin Chen, “Deep Video Code for Efficient Face Video Retrieval,” 13th Asian Conference on Computer Vision (ACCV 2016), Part III, LNCS 10113, pp. 296-312, Nov. 20-24, 2016. [Paper][Code]
Meina Kan, Shiguang Shan,Haihong Zhang, Shihong Lao, and Xilin Chen, "Multi-view Discriminant Analysis", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016. [Paper][Code]

2015

Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xianqiu Li, Xilin Chen, “Log-Euclidean Metric Learning on Symmetric Positive Definite Manifold with Application to Image Set Classification,” The 32nd International Conference on Machine Learning (ICML 2015), pp. 720-729, Lille, France, July 6-11, 2015. [Paper][Code]
Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Projection Metric Learning on Grassmann Manifold with Application to Video based Face Recognition,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), pp. 140-149, Boston, MA, June 7-12, 2015.[Paper][Code]
Wen Wang, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen, “Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition with Image Sets,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), pp. 2048-2057, Boston, MA, June 7-12, 2015. [Paper][Code]
Yan Li, Ruiping Wang, Haomiao Liu, Huajie Jiang, Shiguang Shan, Xilin Chen, “Two Birds, One Stone: Jointly Learning Binary Code for Large-scale Face Image Retrieval and Attributes Prediction,” 15th IEEE International Conference on Computer Vision (ICCV 2015), pp. 3819-3827, Santiago, Chile, Dec. 11-18, 2015. [Paper][Code]
Yan Li, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen, “Face Video Retrieval with Image Query via Hashing across Euclidean Space and Riemannian Manifold,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), pp. 4758-4767, Boston, MA, June 7-12, 2015. [Paper][Code]

2014

Jie Zhang, Shiguang Shan, Meina Kan, and Xilin Chen, “Coarse-to-Fine Auto-Encoder Networks (CFAN) for Real-Time Face Alignment”, European Conference on Computer Vision(ECCV), 2014. [Paper][Code]
Yan Li, Ruiping Wang, Zhen Cui, Shiguang Shan, Xilin Chen, “Compact Video Code and Its Application to Robust Face Retrieval in TV-Series,” 25th British Machine Vision Conference (BMVC 2014), Nottingham, UK, Sep. 1-5, 2014. [Paper][Code]
Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), pp. 1677-1684, Columbus, Ohio, June 23-28, 2014. [Paper][Code]
Mengyi Liu, Shiguang Shan, Ruiping Wang, Xilin Chen, “Learning Expressionlets on Spatio-Temporal Manifold for Dynamic Facial Expression Recognition,” IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), pp. 1749-1756, Columbus, Ohio, June 23-28, 2014. [Paper][Code]
Zhiwu Huang, Ruiping Wang, Shiguang Shan, Xilin Chen, “Hybrid Euclidean-and-Riemannian Metric Learning for Image Set Classification,” 12th Asian Conference on Computer Vision (ACCV 2014), Part III, LNCS 9005, pp. 562–577, Singapore, Nov. 1-5, 2014. [Paper][Code]
Mengyi Liu, Ruiping Wang, Shaoxin Li, Shiguang Shan, Zhiwu Huang, Xilin Chen, “Combining Multiple Kernel Methods on Riemannian Manifold for Emotion Recognition in the Wild,” 16th ACM International Conference on Multimodal Interaction (ICMI 2014), pp. 494-501, Istanbul, Turkey, Nov. 12-16, 2014. [P aper][Code]

2013

Mengyi Liu, Ruiping Wang, Zhiwu Huang, Shiguang Shan, Xilin Chen, “Partial Least Squares Regression on Grassmannian Manifold for Emotion Recognition,” 15th ACM International Conference on Multimodal Interaction (ICMI 2013), pp. 525-530, Sydney, Australia, Dec. 9-13, 2013. [Paper][Code]

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Visual Information Processing and Learning

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