Jiashi Feng, Xiaotong Yuan, Zilei Wang, Huan Xu, Shuicheng Yan. Auto-grouped Sparse Representation for Visual Analysis. In IEEE Transactions on Image Processing (TIP), 2014.
Bingbing Ni, Pierre Moulin, Shuicheng Yan. Order Preserving Sparse Coding. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2014.
Jie Shen, Guangcan Liu, Jia Chen, Yuqiang Fang, Jianbin Xie, Yong Yu, Shuicheng Yan. Unified Structured Learning for Simultaneous Human Pose Estimation and Garment At-tribute Classification. In IEEE Transactions on Image Processing (TIP), 2014.
Hairong Liu, Longin Latecki, Shuicheng Yan. Dense Subgraph Partition of Positive Hypergraph. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2014.
Zilei Wang, Jiashi Feng, Shuicheng Yan. Collaborative Linear Coding for Robust Image Classification. In International Journal of Computer Vision (IJCV) S.I. Sparse coding, 2014.
Bingbing Ni, Pierre Moulin, Shuicheng Yan. Pose Adaptive Motion Feature Pooling for Human Action Analysis. In International Journal of Computer Vision (IJCV), 2014.
Weiming Hu, Nianhua Xie, Ruiguang Hu, Haibin Ling, Qiang Chen, Shuicheng Yan, Stephen Maybank. Bin Ratio-Based Histogram Distances and Their Application to Image Classification. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2014.
Yuqiang Fang, Qiang Chen, Lin Sun, Bin Dai, Shuicheng Yan. Decomposition and Extraction: A New Framework for Visual Classification. In IEEE Transactions on Image Processing (TIP), 2014.
Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shuicheng Yan, Tat-Seng Chua. Robust (Semi-) Nonnegative Graph Embedding. In IEEE Transactions on Image Processing (TIP), 2014.
Zhigang Ma, Yi Yang, Feiping Nie, Nicu Sebe, Shuicheng Yan, Alexander Hauptmann. Harnessing Lab Knowledge for Real-world Action Recognition. In International Journal of Computer Vision (IJCV), 2014.
Jianqiu Ji, Guangyu Gao, Shuicheng Yan, Jianmin Li, Qi Tian, Bo Zhang. Batch-Orthogonal Locality-Sensitive Hashing for Angular Similarity. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2014.
Qiang Chen, Zheng Song, Zhongyang Huang, Yang Hua, Shuicheng Yan. Contextualizing Object Detection and Classification. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2014.
Xiaobai Liu, Qian Xu, Gang Wang, Shuicheng Yan, Hai Jin, Seong-Whan Lee. Nonnegative Tensor Co-Factorization and Its Unified Solution. In IEEE Transactions on Image Processing (TIP), 2014.
Changbo Zhu, Huan Xu, Chenlei Leng, Shuicheng Yan. Convex Optimization Procedure for Clustering: Theoretical Revisit. In Neural Information Processing Systems (NeurIPS), 2014.
Yingzhen Yang, Feng Liang, Shuicheng Yan, Zhangyang Wang, Thomas S. Huang. Nonparametric Pairwise Similarity for Clustering. In Neural Information Processing Systems (NeurIPS), 2014.
Jiashi Feng, Huan Xu, Shie Mannor, Shuicheng Yan. Robust Logistic Regression and Classification. In Neural Information Processing Systems (NeurIPS), 2014.
Junshi Huang, Wei Xia, Shuicheng Yan. Deep Search with Attribute-aware Deep Network. Demo at ACM International Conference on Multimedia (ACM MM), 2014.
Hanwang Zhang, Yang Yang, Huanbo Luan, Shuicheng Yan, Tat-Seng Chua. Start from Scratch: Towards Automatically Identifying, Modeling and Naming Visual Attributes. In ACM International Conference on Multimedia (ACM MM), 2014.
Si Liu, Xiaodan Liang, Luoqi Liu, Liang Lin, Ke Lv, Shuicheng Yan. Fashion Parsing with Video Context. In ACM International Conference on Multimedia (ACM MM), 2014.
Jianfeng Wang, Heng Tao Shen, Shuicheng Yan, Nenghai Yu, Shipeng Li, Jingdong Wang. Optimized Distances for Binary Code Ranking. In ACM International Conference on Multimedia (ACM MM), 2014.
Jian Dong, Qiang Chen, Shuicheng Yan, Alan Yuille. Towards Unified Object Detection and Segmentation. In European Conference on Computer Vision (ECCV), 2014.
Yang Zhou, Bingbing Ni, Shuicheng Yan, Qi Tian. Pipelining Localized Semantic Features for Fine-Grained Action Recognition. In European Conference on Computer Vision (ECCV), 2014.
Hanjiang Lai, Yan Pan, Canyi Lu, Yong Tang, Shuicheng Yan. Efficient k-Support Matrix Pursuit. In European Conference on Computer Vision (ECCV), 2014.
Canyi Lu, Yunchao Wei, Zhouchen Lin, Shuicheng Yan. Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization. In Association for the Advancement of Artificial Intelligence (AAAI), 2014.
Rongkai Xia, Yan Pan, Hanjiang Lai, Cong Liu, Shuicheng Yan. Supervised Hashing for Image Retrieval via Image Representation Learning. In Association for the Advancement of Artificial Intelligence (AAAI), 2014.
Jianqiu Ji, Jianmin Li, Shuicheng Yan, Qi Tian and Bo Zhang. Similarity-preserving binary signature for linear subspace. In Association for the Advancement of Artificial Intelligence (AAAI), 2014.
Jiashi Feng, Stefanie Jegelka, Trevor Darrell, Huan Xu, Shuicheng Yan. Learning Scalable Discriminative Attributes with Sample Relatedness. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
Jiashi Feng, Zhouchen Lin, Huan Xu, Shuicheng Yan. Robust Subspace Segmentation with Block-diagonal Prior. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
Junliang Xing, Zhiheng Niu, Junshi Huang, Weiming Hu, Shuicheng Yan. Towards Multi-view and Partially-occluded Face Alignment. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
Kang Zhang, Yuqiang Fang, Dongbo Min, Lifeng Sun, Shiqiang Yang, Shuicheng Yan, Qi Tian. Cross-Scale Cost Aggregation for Stereo Matching. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
Lin Sun, Kui Jia, Tsung-Han Chan, Yuqiang Fang, Shuicheng Yan. Deeply-Learned Slow Feature Analysis for Action Recognition. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
Canyi Lu, Shuicheng Yan, Zhouchen Lin. Generalized Nonconvex Non-smooth Low-Rank Minimization. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
Jian Dong, Qiang Chen, Xiaohui Shen, Jianchao Yang, Shuicheng Yan. Towards Unified Human Parsing and Pose Estimation. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
Min Lin, Qiang Chen, Shuicheng Yan. Network In Network. In International Conference on Learning Representations (ICLR), 2014.