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Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering


Oct 03, 2021
Long Chen, Yuhang Zheng, Yulei Niu, Hanwang Zhang, Jun Xiao

* Extension of CVPR'20 work (Counterfactual Samples Synthesizing for Robust Visual Question Answering). arXiv admin note: substantial text overlap with arXiv:2003.06576 

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Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion


Aug 25, 2021
Yixin Cao, Xiang Ji, Xin Lv, Juanzi Li, Yonggang Wen, Hanwang Zhang

* 15 pages, 13 figures, ACL'2021 

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Auto-Parsing Network for Image Captioning and Visual Question Answering


Aug 24, 2021
Xu Yang, Chongyang Gao, Hanwang Zhang, Jianfei Cai


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Causal Attention for Unbiased Visual Recognition


Aug 19, 2021
Tan Wang, Chang Zhou, Qianru Sun, Hanwang Zhang

* Accepted by ICCV 2021 

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Transporting Causal Mechanisms for Unsupervised Domain Adaptation


Jul 28, 2021
Zhongqi Yue, Qianru Sun, Xian-Sheng Hua, Hanwang Zhang

* ICCV 2021 Oral 

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Adversarial Visual Robustness by Causal Intervention


Jun 17, 2021
Kaihua Tang, Mingyuan Tao, Hanwang Zhang

* Codes are available at https://github.com/KaihuaTang/Adversarial-Robustness-by-Causal-Intervention.pytorch 

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Empowering Language Understanding with Counterfactual Reasoning


Jun 06, 2021
Fuli Feng, Jizhi Zhang, Xiangnan He, Hanwang Zhang, Tat-Seng Chua

* Accepted by Findings of ACL'21 

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VL-NMS: Breaking Proposal Bottlenecks in Two-Stage Visual-Language Matching


May 12, 2021
Wenbo Ma, Long Chen, Hanwang Zhang, Jian Shao, Yueting Zhuang, Jun Xiao


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TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph


Apr 15, 2021
Jiaxin Shi, Shulin Cao, Lei Hou, Juanzi Li, Hanwang Zhang


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The Blessings of Unlabeled Background in Untrimmed Videos


Mar 31, 2021
Yuan Liu, Jingyuan Chen, Zhenfang Chen, Bing Deng, Jianqiang Huang, Hanwang Zhang

* Accepted by CVPR2021 

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Distilling Causal Effect of Data in Class-Incremental Learning


Mar 08, 2021
Xinting Hu, Kaihua Tang, Chunyan Miao, Xian-Sheng Hua, Hanwang Zhang


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Causal Attention for Vision-Language Tasks


Mar 05, 2021
Xu Yang, Hanwang Zhang, Guojun Qi, Jianfei Cai


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Counterfactual Zero-Shot and Open-Set Visual Recognition


Mar 01, 2021
Zhongqi Yue, Tan Wang, Hanwang Zhang, Qianru Sun, Xian-Sheng Hua

* Accepted by CVPR 2021 

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Causal Intervention for Weakly-Supervised Semantic Segmentation


Oct 07, 2020
Dong Zhang, Hanwang Zhang, Jinhui Tang, Xiansheng Hua, Qianru Sun

* Accepted as a NeurIPS 2020 oral paper 

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Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect


Oct 03, 2020
Kaihua Tang, Jianqiang Huang, Hanwang Zhang

* This paper is accepted by NeurIPS 2020. The code is available on GitHub: https://github.com/KaihuaTang/Long-Tailed-Recognition.pytorch 

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Interventional Few-Shot Learning


Sep 28, 2020
Zhongqi Yue, Hanwang Zhang, Qianru Sun, Xian-Sheng Hua

* Accepted by NeurIPS 2020 

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Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding


Sep 03, 2020
Long Chen, Wenbo Ma, Jun Xiao, Hanwang Zhang, Wei Liu, Shih-Fu Chang


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Feature Pyramid Transformer


Jul 18, 2020
Dong Zhang, Hanwang Zhang, Jinhui Tang, Meng Wang, Xiansheng Hua, Qianru Sun

* Published at the European Conference on Computer Vision, 2020 

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KQA Pro: A Large Diagnostic Dataset for Complex Question Answering over Knowledge Base


Jul 08, 2020
Jiaxin Shi, Shulin Cao, Liangming Pan, Yutong Xiang, Lei Hou, Juanzi Li, Hanwang Zhang, Bin He


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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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Iterative Context-Aware Graph Inference for Visual Dialog


Apr 05, 2020
Dan Guo, Hui Wang, Hanwang Zhang, Zheng-Jun Zha, Meng Wang


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Learning to Segment the Tail


Apr 03, 2020
Xinting Hu, Yi Jiang, Kaihua Tang, Jingyuan Chen, Chunyan Miao, Hanwang Zhang


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More Grounded Image Captioning by Distilling Image-Text Matching Model


Apr 01, 2020
Yuanen Zhou, Meng Wang, Daqing Liu, Zhenzhen Hu, Hanwang Zhang

* Accepted by CVPR 2020 

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Counterfactual Samples Synthesizing for Robust Visual Question Answering


Mar 14, 2020
Long Chen, Xin Yan, Jun Xiao, Hanwang Zhang, Shiliang Pu, Yueting Zhuang

* Appear in CVPR 2020; Codes in https://github.com/yanxinzju/CSS-VQA 

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