Xiaobai Liu, Jingjie Yang, Jacob Thalman, Shuicheng Yan, Jiebo Luo. Learning Multi-Instance Deep Ranking and Regression Network for Visual House Appraisal. In IEEE Transactions on Knowledge and Data Engineering (TKDE), 2017.
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.
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.
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.
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 (TIP), 2017.
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.
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.
Jian Zhao, Lin Xiong, Karlekar Jayashree, Jianshu Li, Fang Zhao, Zhecan Wang, Sugiri Pranata, Shengmei Shen, Shuicheng Yan, Jiashi Feng. Dual-Agent GANs for Photorealistic and Identity Preserving Profile Face Synthesis. In Neural Information Processing Systems (NeurIPS), 2017.
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 International Conference on Computer Vision (ICCV), 2017. (* indicates equal contribution)
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 International Conference on Computer Vision (ICCV), 2017.
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.
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.
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.
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).
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).
Pan Zhou, Jiashi Feng. Outlier-Robust Tensor PCA. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
Samaneh Azadi, Jiashi Feng, Trevor Darrell. Learning Detection with Diverse Proposals. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
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).
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.
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.
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).
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.
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.
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.
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.
Xi Peng, Jiashi Feng, Jiwen Lu, Wei-Yun Yau, Zhang Yi. Cascade Subspace Clustering. In 31st AAAI Conference on Artificial Intelligence (AAAI), 2017.
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.