Zhiyong Yang, Qianqian Xu, Shilong Bao, Xiaochun Cao and Qingming Huang.
Learning with Multiclass AUC: Theory and Algorithms.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, DOI: 10.1109/TPAMI.2021.3101125.Wenqi Ren, Jiawei Zhang, Jinshan Pan, Sifei Liu, Jimmy S. Ren, Junping Du, Xiaochun Cao, and Ming-Hsuan Yang.
Deblurring Dynamic Scenes via Spatially Varying Recurrent Neural Networks.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, DOI: 10.1109/TPAMI.2021.3061604.Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Qingming Huang, Yuan Yao.
Evaluating Visual Properties via Robust HodgeRank.
International Journal of Computer Vision, 2021, To Appear.Qianqian Xu, Zhiyong Yang, Yangbangyan Jiang， Xiaochun Cao, Yuan Yao，Qingming Huang.
Not All Samples are Trustworthy: Towards Deep Robust SVP Prediction.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, DOI: 10.1109/TPAMI.2020.3047817.Siyuan Li, Wenqi Ren, Feng Wang, Iago Breno Araujo, Eric K. Tokuda, Roberto Hirata Junior, Roberto Cesar Junior, Zhangyang Wang, Xiaochun Cao.
A Comprehensive Benchmark Analysis of Single Image Deraining: Current Challenges and Future Perspectives.
International Journal of Computer Vision, 2020, To Appear.Zhiyong Yang, Qianqian Xu, Xiaochun Cao and Qingming Huang.
Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, DOI: 10.1109/TPAMI.2020.2991344.Changqing Zhang, Huazhu Fu, Qinghua Hu, Xiaochun Cao, Yuan Xie, Dacheng Tao, and Dong Xu.
Generalized Latent Multi-view Subspace Clustering.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 42(1): 86-99.Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Qingming Huang, and Yuan Yao.
From Social to Individuals: a Parsimonious Path of Multi-level Models for Crowdsourced Preference Aggregation.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019, 41(4): 844-856.Changqing Zhang, Huazhu Fu, Jing Wang, Wen Li, Xiaochun Cao, Qinghua Hu.
Tensorized Multi-view Subspace Representation Learning.
International Journal of Computer Vision, 2020, 128(8): 2344-2361.Wenqi Ren, Jinshan Pan, Hua Zhang, Xiaochun Cao, Ming-Hsuan Yang.
Single Image Dehazing via Multi-scale Convolutional Neural Networks with Holistic Edges.
International Journal of Computer Vision, 2020, 128(1): 240-259.