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mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections


May 25, 2022
Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, Hehong Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou, Luo Si


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Image Captioning In the Transformer Age


Apr 15, 2022
Yang Xu, Li Li, Haiyang Xu, Songfang Huang, Fei Huang, Jianfei Cai

* 8pages,2 figures 

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Achieving Human Parity on Visual Question Answering


Nov 19, 2021
Ming Yan, Haiyang Xu, Chenliang Li, Junfeng Tian, Bin Bi, Wei Wang, Weihua Chen, Xianzhe Xu, Fan Wang, Zheng Cao, Zhicheng Zhang, Qiyu Zhang, Ji Zhang, Songfang Huang, Fei Huang, Luo Si, Rong Jin


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EMScore: Evaluating Video Captioning via Coarse-Grained and Fine-Grained Embedding Matching


Nov 17, 2021
Yaya Shi, Xu Yang, Haiyang Xu, Chunfeng Yuan, Bing Li, Weiming Hu, Zheng-Jun Zha


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Grid-VLP: Revisiting Grid Features for Vision-Language Pre-training


Aug 21, 2021
Ming Yan, Haiyang Xu, Chenliang Li, Bin Bi, Junfeng Tian, Min Gui, Wei Wang


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We Know What You Want: An Advertising Strategy Recommender System for Online Advertising


Jun 08, 2021
Liyi Guo, Junqi Jin, Haoqi Zhang, Zhenzhe Zheng, Zhiye Yang, Zhizhuang Xing, Fei Pan, Lvyin Niu, Fan Wu, Haiyang Xu, Chuan Yu, Yuning Jiang, Xiaoqiang Zhu

* KDD 2021, Virtual Event, Singapore 
* Accepted by KDD 2021 

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E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning


Jun 04, 2021
Haiyang Xu, Ming Yan, Chenliang Li, Bin Bi, Songfang Huang, Wenming Xiao, Fei Huang

* ACL2021 main conference 

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