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Cross-Modal Contrastive Learning for Robust Reasoning in VQA


Nov 21, 2022
Qi Zheng, Chaoyue Wang, Daqing Liu, Dadong Wang, Dacheng Tao

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SemMAE: Semantic-Guided Masking for Learning Masked Autoencoders


Jun 25, 2022
Gang Li, Heliang Zheng, Daqing Liu, Chaoyue Wang, Bing Su, Changwen Zheng

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* 12 pages, 3 figures 

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TransVG++: End-to-End Visual Grounding with Language Conditioned Vision Transformer


Jun 14, 2022
Jiajun Deng, Zhengyuan Yang, Daqing Liu, Tianlang Chen, Wengang Zhou, Yanyong Zhang, Houqiang Li, Wanli Ouyang

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* arXiv admin note: text overlap with arXiv:2104.08541 

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Modeling Image Composition for Complex Scene Generation


Jun 02, 2022
Zuopeng Yang, Daqing Liu, Chaoyue Wang, Jie Yang, Dacheng Tao

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* CVPR 2022 

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Compact Bidirectional Transformer for Image Captioning


Jan 06, 2022
Yuanen Zhou, Zhenzhen Hu, Daqing Liu, Huixia Ben, Meng Wang

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Learning to Discretely Compose Reasoning Module Networks for Video Captioning


Jul 17, 2020
Ganchao Tan, Daqing Liu, Meng Wang, Zheng-Jun Zha

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* IJCAI 2020, Pages 745-752 
* Accepted at IJCAI 2020 Main Track. Sole copyright holder is IJCAI. Code is available at https://github.com/tgc1997/RMN 

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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

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* Accepted by CVPR 2020 

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Referring Expression Grounding by Marginalizing Scene Graph Likelihood


Jun 09, 2019
Daqing Liu, Hanwang Zhang, Zheng-Jun Zha, Fanglin Wang

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* Submitted to NeurIPS 2019 

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Context-Aware Visual Policy Network for Fine-Grained Image Captioning


Jun 06, 2019
Zheng-Jun Zha, Daqing Liu, Hanwang Zhang, Yongdong Zhang, Feng Wu

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* Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). Extended version of "Context-Aware Visual Policy Network for Sequence-Level Image Captioning", ACM MM 2018 (arXiv:1808.05864) 

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