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Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks


May 18, 2020
Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, Yejin Choi, Jianfeng Gao

* Code and pre-trained models are released: https://github.com/microsoft/Oscar 

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Applications of Generative Adversarial Models in Visual Search Reformulation


Oct 28, 2019
Kyle Xiao, Houdong Hu, Yan Wang


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Unified Vision-Language Pre-Training for Image Captioning and VQA


Oct 03, 2019
Luowei Zhou, Hamid Palangi, Lei Zhang, Houdong Hu, Jason J. Corso, Jianfeng Gao

* The code and the pre-trained models are available at https://github.com/LuoweiZhou/VLP 

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Learning Visual Relation Priors for Image-Text Matching and Image Captioning with Neural Scene Graph Generators


Sep 22, 2019
Kuang-Huei Lee, Hamid Palangi, Xi Chen, Houdong Hu, Jianfeng Gao


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An Universal Image Attractiveness Ranking Framework


Sep 19, 2018
Ning Ma, Alexey Volkov, Aleksandr Livshits, Pawel Pietrusinski, Houdong Hu, Mark Bolin


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Stacked Cross Attention for Image-Text Matching


Jul 23, 2018
Kuang-Huei Lee, Xi Chen, Gang Hua, Houdong Hu, Xiaodong He

* Accepted to ECCV 2018 

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Web-Scale Responsive Visual Search at Bing


Feb 20, 2018
Houdong Hu, Yan Wang, Linjun Yang, Pavel Komlev, Li Huang, Xi Chen, Jiapei Huang, Ye Wu, Meenaz Merchant, Arun Sacheti


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