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Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models


Mar 18, 2021
Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu

* Accepted by NAACL 2021 

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Unsupervised Cross-lingual Image Captioning


Oct 03, 2020
Jiahui Gao, Yi Zhou, Philip L. H. Yu, Jiuxiang Gu

* 8 pages 

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Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning


Sep 30, 2020
Xiangxi Shi, Xu Yang, Jiuxiang Gu, Shafiq Joty, Jianfei Cai

* ECCV2020 

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Resilient Load Restoration in Microgrids Considering Mobile Energy Storage Fleets: A Deep Reinforcement Learning Approach


Nov 06, 2019
Shuhan Yao, Jiuxiang Gu, Peng Wang, Tianyang Zhao, Huajun Zhang, Xiaochuan Liu

* Submitted to 2020 IEEE Power and Energy Society General Meeting 

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Watch It Twice: Video Captioning with a Refocused Video Encoder


Jul 21, 2019
Xiangxi Shi, Jianfei Cai, Shafiq Joty, Jiuxiang Gu


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Unpaired Image Captioning via Scene Graph Alignments


Apr 04, 2019
Jiuxiang Gu, Shafiq Joty, Jianfei Cai, Handong Zhao, Xu Yang, Gang Wang


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Scene Graph Generation with External Knowledge and Image Reconstruction


Apr 01, 2019
Jiuxiang Gu, Handong Zhao, Zhe Lin, Sheng Li, Jianfei Cai, Mingyang Ling

* 10 pages, 5 figures, Accepted in CVPR 2019 

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Unpaired Image Captioning by Language Pivoting


Jul 18, 2018
Jiuxiang Gu, Shafiq Joty, Jianfei Cai, Gang Wang

* 17 pages, 4 figures, Accepted at ECCV 2018 

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Video Captioning with Boundary-aware Hierarchical Language Decoding and Joint Video Prediction


Jul 08, 2018
Xiangxi Shi, Jianfei Cai, Jiuxiang Gu, Shafiq Joty


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Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models


Jun 13, 2018
Jiuxiang Gu, Jianfei Cai, Shafiq Joty, Li Niu, Gang Wang

* 10 pages, 6 figures, Accepted as spotlight at CVPR 2018 

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Stack-Captioning: Coarse-to-Fine Learning for Image Captioning


Mar 14, 2018
Jiuxiang Gu, Jianfei Cai, Gang Wang, Tsuhan Chen

* AAAI-2018, Oral Presentation 

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Recent Advances in Convolutional Neural Networks


Oct 19, 2017
Jiuxiang Gu, Zhenhua Wang, Jason Kuen, Lianyang Ma, Amir Shahroudy, Bing Shuai, Ting Liu, Xingxing Wang, Li Wang, Gang Wang, Jianfei Cai, Tsuhan Chen

* Pattern Recognition, Elsevier 

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An Empirical Study of Language CNN for Image Captioning


Aug 02, 2017
Jiuxiang Gu, Gang Wang, Jianfei Cai, Tsuhan Chen

* Comments: 10 pages, In proceedings of ICCV 2017 

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