Learning and Vision Lab, ECE, NUS

Journal Papers 2017

  1. Wenhan Yang, Jiashi Feng, Jianchao Yang, Fang Zhao, Jiaying Liu, Zongming Guo, and Shuicheng Yan. Deep Edge Guided Recurrent Residual Learning for Image Super-Resolution. In IEEE Transactions on Image Processing (TIP), 2017.
  2. Zhao Zhang, Weiming Jiang, Jie Qin, Li Zhang, Fanzhang Li, Min Zhang, Shuicheng Yan. Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier. In IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2017.
  3. Jiannan Li, Yunchao Wei, Xiaodan Liang, Jian Dong, Tingfa Xu, Jiashi Feng, Shuicheng Yan. Attentive Contexts for Object Detection. In IEEE Transactions on Multimedia (TMM), 2017.
  4. Meng Wang, Changzhi Luo, Bingbing Ni, Jun Yuan, Jianfeng Wang, Shuicheng Yan. First-Person Daily Activity Recognition with Manipulated Object Proposals and Non-Linear Feature Fusion. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2017.
  5. Baochen Sun, Jiashi Feng, Kate Saenko. Correlation Alignment for Unsupervised Domain Adaptation. Book chapter in Domain Adaptation in Computer Vision Applications, Gabriela Csurka eds, Springer 2017.
  6. Tianyi Lin, Linbo Qiao, Teng Zhang, Jiashi Feng, Bofeng Zhang. Stochastic Primal-Dual Proximal ExtraGradient Descent for Compositely Regularized Optimization. In Neurocomputing, 2017.
  7. Hao Liu, Jiashi Feng, Meibin Qi, Jianguo Jiang, Shuicheng Yan. End-to-End Comparative Attention Networks for Person Re-identification. In IEEE Transactions on Image Processing (TIP), 2017.
  8. Canyi Lu, Jiashi Feng, Shuicheng Yan, Zhouchen Lin. A Unified Alternating Direction Method of Multipliers by Majorization Minimization. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017.
  9. Bo Zhao, Xiao Wu, Jiashi Feng, Qiang Peng, Shuicheng Yan. Diversified Visual Attention Networks for Fine-Grained Object Classification. In IEEE Transactions on Multimedia (TMM), 2017.
  10. Zhenzhen Hu, Yonggang Wen, Luoqi Liu, Jianguo Jiang, Richang Hong, Meng Wang, Shuicheng Yan. Visual Classification of Furniture Styles. In Transactions on Intelligent Systems and Technology (TIST), 2017.
  11. Zhao Zhang*, Yan Zhang, Fanzhang Li, Mingbo Zhao, Li Zhang, Shuicheng Yan. Discriminative Sparse Flexible Manifold Embedding with Novel Graph for Robust Visual Representation and Label Propagation. In Pattern Recognition (PR), 2017.
  12. Zhao Zhang*, Fanzhang Li, Mingbo Zhao, Li Zhang, Shuicheng Yan. Robust Neighborhood Preserving Projection by Nuclear/L2,1-Norm Regularization for Image Feature Extraction. In IEEE Transactions on Image Processing (IEEE TIP), 2017.
  13. Hanjiang Lai, Shengtao Xiao, Yan Pan, Zhen Cui, Jiashi Feng, Chunyan Xu, Jian Yin, Shuicheng Yan. Deep Recurrent Regression for Facial Landmark Detection. In IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2017.
  14. Zhenzhen Hu, Yonggang Wen, Jianfeng Wang, Meng Wang, Richang Hong, Shuicheng Yan. Facial Age Estimation with Age Difference. In IEEE Transactions on Image Processing (TIP), 2017.
  15. Yunchao Wei, Xiaodan Liang, Yunpeng Chen, Xiaohui Shen, Ming-Ming Cheng, Jiashi Feng, Yao Zhao, Shuicheng Yan. STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation. In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017.

Conference Papers 2017

  1. Zhecan Wang*, Jian Zhao*, Yu Cheng, Shengtao Xiao, Jianshu Li, Fang Zhao, Jiashi Feng, Ashraf Kassim. Conditional Dual-Agent GANs for Photorealistic and Annotation Preserving Image Synthesis. In the 28th British Machine Vision Conference (BWVC) FaceHUB Workshop, 2017. (* indicates equal contribution)
  2. Jian Zhao, Jianshu Li, Fang Zhao, Shuicheng Yan, Jiashi Feng. Marginalized CNN: Learning Deep Invariant Representations. In the 28th British Machine Vision Conference (BMVC), 2017.
  3. Jian Zhao, Jianshu Li, Xuecheng Nie, Yunpeng Chen, Zhecan Wang, Shuicheng Yan, Jiashi Feng. Self-Supervised Neural Aggregation Networks for Human Parsing. In CVPR 2017 Workshop on Visual Understanding of Human in Crowd Scene, 2017.
  4. Yu Cheng*, Jian Zhao*, Zhecan Wang, Yan Xu, Karlekar Jayashree, Shengmei Shen, Jiashi Feng. Know You at One Glance: A Compact Vector Representation for Low-Shot Learning. In CVPR 2017 Workshop on MS-Celeb-1M, 2017. (* indicates equal contribution)
  5. Yan Xu, Yu Cheng, Jian Zhao, Zhecan Wang, Lin Xiong, Karlekar Jayashree, Sugiri Pranata, Shengmei Shen, Jiashi Feng. High Performance Large Scale Face Recognition with Multi-Cognition Softmax and Feature Retrieval. In CVPR 2017 Workshop on MS-Celeb-1M, 2017.
  6. Shengtao Xiao, Jianshu Li, Yunpeng Chen, Zhecan Wang, Jiashi Feng, Shuicheng Yan, Ashraf Kassim. 3D-assisted Coarse-to-fine Extreme-pose Facial Landmark Detection. In CVPR 2017 Workshop on Visual Understanding of Human in Crowd Scene, 2017.
  7. Jianshu Li, Yunpeng Chen, Shengtao Xiao, Jian Zhao, Sujoy Roy, Jiashi Feng, Shuicheng Yan, Terence Sim. Estimation of Affective Level in the Wild with Multiple Memory Networks. In CVPR 2017 Workshop on Visual Understanding of Human in Crowd Scene, 2017.
  8. Ping Li, Jiashi Feng, Xiaojie Jin, Luming Zhang, Xianghua Xu, Shuicheng Yan. Online Robust Low-Rank Tensor Learning. In International Joint Conference on Artificial Intelligence (IJCAI), 2017.
  9. Yunpeng Chen, Xiaojie Jin, Jiashi Feng, Shuicheng Yan. Training Group Orthogonal Neural Networks with Privileged Information. In International Joint Conference on Artificial Intelligence (IJCAI), 2017.
  10. Rui Zhang, Sheng Tang, Min Lin, Jintao Li, Shuicheng Yan. Global-residual and Local-boundary Refinement Networks for Rectifying Scene Parsing Predictions. In International Joint Conference on Artificial Intelligence (IJCAI), 2017.
  11. Mengmi Zhang, Keng Teck Ma, Joo Hwee Lim, Qi Zhao, Jiashi Feng. Deep Future Gaze: Gaze Anticipation on Egocentric Videos Using Adversarial Networks. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 (oral).
  12. Zequn Jie, Yunchao Wei, Xiaojie Jin, Jiashi Feng, Wei Liu. Deep Self-taught Learning for Weakly Supervised Object Localization. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 (spotlight).
  13. Pan Zhou, Jiashi Feng. Outlier-Robust Tensor PCA. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
  14. Samaneh Azadi, Jiashi Feng, Trevor Darrell. Learning Detection with Diverse Proposals. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
  15. Yunchao Wei, Jiashi Feng, Xiaodan Liang, Ming-Ming Cheng, Yao Zhao, Shuicheng Yan. Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 (oral).
  16. Jianan Li, Xiaodan Liang, Yunchao Wei, Tingfa Xu, Jiashi Feng, Shuicheng Yan. Perceptual Generative Adversarial Networks for Small Object Detection. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
  17. Bo Zhao, Jiashi Feng, Xiao Wu, Shuicheng Yan. Memory-Augmented Attribute Manipulation Networks for Interactive Fashion Search. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
  18. Xiaodan Liang, Xiaohui Shen, Liang Lin, Jiashi Feng, Shuicheng Yan. Intepretable Structure-evolving Graph LSTM. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017 (spotlight).
  19. Wenhan Yang, Robby Tan, Jiashi Feng, Jiaying Liu, Zongming Guo, Shuicheng Yan. Joint Rain Detection and Removal from a Single Image. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
  20. Falong Shen, Rui Gan, Shuicheng Yan, Gang Zeng. Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRF. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
  21. Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan. More is Less: A More Complicated Network with Less Inference Complexity. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
  22. Pingbo Pan, Jiashi Feng, Ling Chen, Yi Yang. Online Compressed Robust PCA. In International Joint Conference on Neural Networks (IJCNN), 2017.
  23. Jianshu Li, Jiashi Feng, Luoqi Liu, Terence Sim. BoxFlow: Unsupervised Face Detector Adaptation From Images to Videos. In 12th IEEE International Conference on Automatic Face and Gesture Recognition (FG), 2017.
  24. Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine Shoemaker. Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates. In 31st AAAI Conference on Artificial Intelligence (AAAI), 2017.
  25. Xi Peng, Jiashi Feng, Jiwen Lu, Wei-Yun Yau, Zhang Yi. Cascade Subspace Clustering. In 31st AAAI Conference on Artificial Intelligence (AAAI), 2017.
  26. Xiaojie Jin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan. Multi-Path Feedback Recurrent Neural Network for Scene Parsing. In 31st AAAI Conference on Artificial Intelligence (AAAI), 2017.