Dong Xu - Selected Publications#

[1] G. Lu, X. Zhang, W. Ouyang, L. Chen, Z. Gao and D. Xu, “An End-to-End Learning Framework for Video Compression,” IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Accepted (DOI: 10.1109/TPAMI.2020.2988453).

[2] W. Zhang, D. Xu, W. Ouyang and W. Li, “Self-Paced Collaborative and Adversarial Network for Unsupervised Domain Adaptation,” IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 43(6), pp. 2047-2061, June 2021.

[3] J. Liu, A. Shahroudy, D. Xu, A. C. Kot and G. Wang, “Skeleton-based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates,” IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 40(12), pp. 3007-3021, December 2018.

[4] W. Li, L. Duan, D. Xu and I. W. Tsang, “Learning with Augmented Features for Supervised and Semi-supervised Heterogeneous Domain Adaptation,” IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 36(6), pp. 1134-1148, June 2014.

[5] L. Duan, D. Xu, I. W. Tsang and J. Luo, “Visual Event Recognition in Videos by Learning from Web Data,” IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 34(9), pp. 1667-1680, September 2012.

[6] L. Duan, I. W. Tsang and D. Xu, “Domain Transfer Multiple Kernel Learning,” IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 34(3), pp. 465-479, March 2012.

[7] L. Duan, D. Xu and I. W. Tsang, “Domain Adaptation from Multiple Sources: A Domain-Dependent Regularization Approach,” IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), 23(3), pp. 504-518, March 2012.

[8] F. Nie, D. Xu, I. W. Tsang and C. Zhang, “Flexible Manifold Embedding: A Framework for Semi-supervised and Unsupervised Dimension Reduction,” IEEE Transactions on Image Processing (T-IP), 19(7), pp. 1921-1932, July 2010.

[9] D. Xu, S. Yan, D. Tao, S. Lin and H. Zhang, “Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content Based Image Retrieval,” IEEE Transactions on Image Processing (T-IP), 16(11), pp. 2811-2821, November 2007.

[10] S. Yan, D. Xu, B. Zhang, H. Zhang, Q. Yang and S. Lin, “Graph Embedding and Extensions: A General Framework for Dimensionality Reduction,” IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 29(1), pp. 40-51, January 2007.