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Improving Cross-Modal Understanding in Visual Dialog via Contrastive Learning



Feilong Chen , Xiuyi Chen , Shuang Xu , Bo Xu

* ICASSP 2022 

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Two-Level Supervised Contrastive Learning for Response Selection in Multi-Turn Dialogue



Wentao Zhang , Shuang Xu , Haoran Huang


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VLP: A Survey on Vision-Language Pre-training



Feilong Chen , Duzhen Zhang , Minglun Han , Xiuyi Chen , Jing Shi , Shuang Xu , Bo Xu

* A Survey on Vision-Language Pre-training 

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Discrete Cosine Transform Network for Guided Depth Map Super-Resolution



Zixiang Zhao , Jiangshe Zhang , Shuang Xu , Chunxia Zhang , Junmin Liu


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Deep Convolutional Sparse Coding Network for Pansharpening with Guidance of Side Information



Shuang Xu , Jiangshe Zhang , Kai Sun , Zixiang Zhao , Lu Huang , Junmin Liu , Chunxia Zhang

* Accepted by ICME2021 

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Deep Gradient Projection Networks for Pan-sharpening



Shuang Xu , Jiangshe Zhang , Zixiang Zhao , Kai Sun , Junmin Liu , Chunxia Zhang

* Accepted by CVPR2021 

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FGF-GAN: A Lightweight Generative Adversarial Network for Pansharpening via Fast Guided Filter



Zixiang Zhao , Jiangshe Zhang , Shuang Xu , Kai Sun , Lu Huang , Junmin Liu , Chunxia Zhang


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DUT-LFSaliency: Versatile Dataset and Light Field-to-RGB Saliency Detection



Yongri Piao , Zhengkun Rong , Shuang Xu , Miao Zhang , Huchuan Lu

* 15 pages, 12 figures. If you have any questions, please contact [email protected] 

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Towards Reducing Severe Defocus Spread Effects for Multi-Focus Image Fusion via an Optimization Based Strategy



Shuang Xu , Lizhen Ji , Zhe Wang , Pengfei Li , Kai Sun , Chunxia Zhang , Jiangshe Zhang

* IEEE Transactions on Computational Imaging, vol. 6, pp. 1561-1570, 2020 

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MFIF-GAN: A New Generative Adversarial Network for Multi-Focus Image Fusion



Yicheng Wang , Shuang Xu , Junmin Liu , Zixiang Zhao , Chunxia Zhang , Jiangshe Zhang


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