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Playing Lottery Tickets with Vision and Language


Apr 23, 2021
Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu


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LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval


Apr 11, 2021
Siqi Sun, Yen-Chun Chen, Linjie Li, Shuohang Wang, Yuwei Fang, Jingjing Liu

* NAACL 2021 

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UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training


Apr 01, 2021
Mingyang Zhou, Luowei Zhou, Shuohang Wang, Yu Cheng, Linjie Li, Zhou Yu, Jingjing Liu


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Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling


Feb 11, 2021
Jie Lei, Linjie Li, Luowei Zhou, Zhe Gan, Tamara L. Berg, Mohit Bansal, Jingjing Liu

* 12 pages, 5 figures, 11 tables. - Happy Chinese New Year! 

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A Closer Look at the Robustness of Vision-and-Language Pre-trained Models


Dec 15, 2020
Linjie Li, Zhe Gan, Jingjing Liu


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Graph Optimal Transport for Cross-Domain Alignment


Jun 29, 2020
Liqun Chen, Zhe Gan, Yu Cheng, Linjie Li, Lawrence Carin, Jingjing Liu

* ICML 2020 

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Large-Scale Adversarial Training for Vision-and-Language Representation Learning


Jun 11, 2020
Zhe Gan, Yen-Chun Chen, Linjie Li, Chen Zhu, Yu Cheng, Jingjing Liu


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HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training


May 01, 2020
Linjie Li, Yen-Chun Chen, Yu Cheng, Zhe Gan, Licheng Yu, Jingjing Liu


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Meta Module Network for Compositional Visual Reasoning


Nov 18, 2019
Wenhu Chen, Zhe Gan, Linjie Li, Yu Cheng, William Wang, Jingjing Liu

* Technical Report on Neural Module Network, 14 pages 

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UNITER: Learning UNiversal Image-TExt Representations


Sep 25, 2019
Yen-Chun Chen, Linjie Li, Licheng Yu, Ahmed El Kholy, Faisal Ahmed, Zhe Gan, Yu Cheng, Jingjing Liu


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Relation-aware Graph Attention Network for Visual Question Answering


Mar 29, 2019
Linjie Li, Zhe Gan, Yu Cheng, Jingjing Liu


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Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog


Feb 01, 2019
Zhe Gan, Yu Cheng, Ahmed EI Kholy, Linjie Li, Jingjing Liu, Jianfeng Gao


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Learning to see people like people


May 05, 2017
Amanda Song, Linjie Li, Chad Atalla, Garrison Cottrell

* 10 pages 

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