Publications

Xuan Su, Wee Sun Lee, Zhen Zhang (2020). Multiplicative gaussian particle filter. International Conference on Artificial Intelligence and Statistics.
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Dong Gong, Zhen Zhang, Qinfeng Shi, Anton Van Den Hengel, Chunhua Shen, Yanning Zhang (2020). Learning deep gradient descent optimization for image deconvolution. IEEE transactions on neural networks and learning systems.
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Zhen Zhang, Fan Wu, Wee Sun Lee (2020). Factor graph neural networks. Advances in Neural Information Processing Systems.
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Zhen Zhang, Wee Sun Lee (2019). Deep graphical feature learning for the feature matching problem. Proceedings of the IEEE/CVF International Conference on Computer Vision.
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Chen Li, Zhen Zhang, Wee Sun Lee, Gim Hee Lee (2018). Convolutional sequence to sequence model for human dynamics. Proceedings of the IEEE conference on computer vision and pattern recognition.
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Suwichaya Suwanwimolkul, Lei Zhang, Dong Gong, Zhen Zhang, Chao Chen, Damith C. Ranasinghe, Javen Qinfeng Shi (2018). An adaptive markov random field for structured compressive sensing. IEEE Transactions on Image Processing.
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Zhen Zhang, Qinfeng Shi, Julian McAuley, Wei Wei, Yanning Zhang, Rui Yao, Anton Van Den Hengel (2017). Solving Constrained Combinatorial Optimisation Problems via MAP Inference without High-Order Penalties. Proceedings of the AAAI Conference on Artificial Intelligence.
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Zhen Zhang, Julian J. McAuley, Yong Li, Wei Wei, Yanning Zhang, Qinfeng Shi (2017). Dynamic Programming Bipartite Belief Propagation For Hyper Graph Matching.. IJCAI.
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Rui Yao, Shixiong Xia, Zhen Zhang, Yanning Zhang (2016). Real-time correlation filter tracking by efficient dense belief propagation with structure preserving. IEEE Transactions on Multimedia.
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Zhen Zhang, Qinfeng Shi, Julian McAuley, Wei Wei, Yanning Zhang, Anton Van Den Hengel (2016). Pairwise matching through max-weight bipartite belief propagation. Proceedings of the IEEE conference on computer vision and pattern recognition.
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