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Counterfactual Variable Control for Robust and Interpretable Question Answering


Oct 12, 2020
Sicheng Yu, Yulei Niu, Shuohang Wang, Jing Jiang, Qianru Sun


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Counterfactual VQA: A Cause-Effect Look at Language Bias


Jun 15, 2020
Yulei Niu, Kaihua Tang, Hanwang Zhang, Zhiwu Lu, Xian-Sheng Hua, Ji-Rong Wen


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Domain-Adaptive Few-Shot Learning


Mar 19, 2020
An Zhao, Mingyu Ding, Zhiwu Lu, Tao Xiang, Yulei Niu, Jiechao Guan, Ji-Rong Wen, Ping Luo


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Unbiased Scene Graph Generation from Biased Training


Mar 11, 2020
Kaihua Tang, Yulei Niu, Jianqiang Huang, Jiaxin Shi, Hanwang Zhang

* This paper is accepted by CVPR 2020. The code is publicly available on GitHub: https://github.com/KaihuaTang/Scene-Graph-Benchmark.pytorch 

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Two Causal Principles for Improving Visual Dialog


Nov 24, 2019
Jiaxin Qi, Yulei Niu, Jianqiang Huang, Hanwang Zhang

* Visual Dialog Challenge 2019 winner report 

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Mobile Video Action Recognition


Aug 27, 2019
Yuqi Huo, Xiaoli Xu, Yao Lu, Yulei Niu, Zhiwu Lu, Ji-Rong Wen


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Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions


Jul 08, 2019
Yulei Niu, Hanwang Zhang, Zhiwu Lu, Shih-Fu Chang

* Accepted as regular paper in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). Substantial text overlap with arXiv:1712.01892 

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Recursive Visual Attention in Visual Dialog


Dec 06, 2018
Yulei Niu, Hanwang Zhang, Manli Zhang, Jianhong Zhang, Zhiwu Lu, Ji-Rong Wen


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Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation


Oct 19, 2018
Yulei Niu, Zhiwu Lu, Ji-Rong Wen, Tao Xiang, Shih-Fu Chang

* Submited to IEEE TIP 

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Grounding Referring Expressions in Images by Variational Context


Mar 31, 2018
Hanwang Zhang, Yulei Niu, Shih-Fu Chang


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