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Visual Commonsense in Pretrained Unimodal and Multimodal Models


May 04, 2022
Chenyu Zhang, Benjamin Van Durme, Zhuowan Li, Elias Stengel-Eskin

* To appear in NAACL 2022 

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SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering


Apr 05, 2022
Vipul Gupta, Zhuowan Li, Adam Kortylewski, Chenyu Zhang, Yingwei Li, Alan Yuille

* 11 pages, Computer Vision and Pattern Recognition 2022 

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Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images


Oct 01, 2021
Zhuowan Li, Elias Stengel-Eskin, Yixiao Zhang, Cihang Xie, Quan Tran, Benjamin Van Durme, Alan Yuille

* To appear in ICCV2021; Code at https://github.com/Lizw14/CaliCO.git 

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Context-Aware Group Captioning via Self-Attention and Contrastive Features


Apr 07, 2020
Zhuowan Li, Quan Tran, Long Mai, Zhe Lin, Alan Yuille

* To appear in CVPR 2020; Project page: https://lizw14.github.io/project/groupcap 

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