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Explicit Image Caption Editing


Jul 20, 2022
Zhen Wang, Long Chen, Wenbo Ma, Guangxing Han, Yulei Niu, Jian Shao, Jun Xiao

* ECCV 2022, dataset and code are available at https://github.com/baaaad/ECE 

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On Non-Random Missing Labels in Semi-Supervised Learning


Jun 29, 2022
Xinting Hu, Yulei Niu, Chunyan Miao, Xian-Sheng Hua, Hanwang Zhang

* ICLR 2022 

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Multimodal Event Graphs: Towards Event Centric Understanding of Multimodal World


Jun 14, 2022
Hammad A. Ayyubi, Christopher Thomas, Lovish Chum, Rahul Lokesh, Yulei Niu, Xudong Lin, Long Chen, Jaywon Koo, Sounak Ray, Shih-Fu Chang


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Prompt-aligned Gradient for Prompt Tuning


May 30, 2022
Beier Zhu, Yulei Niu, Yucheng Han, Yue Wu, Hanwang Zhang


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Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification


Dec 29, 2021
Beier Zhu, Yulei Niu, Xian-Sheng Hua, Hanwang Zhang


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Classification-Then-Grounding: Reformulating Video Scene Graphs as Temporal Bipartite Graphs


Dec 08, 2021
Kaifeng Gao, Long Chen, Yulei Niu, Jian Shao, Jun Xiao

* 12 pages, 8 figures 

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Introspective Distillation for Robust Question Answering


Nov 01, 2021
Yulei Niu, Hanwang Zhang

* Accepted by NeurIPS 2021 

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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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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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