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BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models


Jan 30, 2023
Junnan Li, Dongxu Li, Silvio Savarese, Steven Hoi

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From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models


Dec 21, 2022
Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven C. H. Hoi

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PCRED: Zero-shot Relation Triplet Extraction with Potential Candidate Relation Selection and Entity Boundary Detection


Dec 13, 2022
Yuquan Lan, Dongxu Li, Yunqi Zhang, Hui Zhao, Gang Zhao

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The Devil in Linear Transformer


Oct 19, 2022
Zhen Qin, XiaoDong Han, Weixuan Sun, Dongxu Li, Lingpeng Kong, Nick Barnes, Yiran Zhong

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* accepted to EMNLP2022 

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TODE-Trans: Transparent Object Depth Estimation with Transformer


Sep 18, 2022
Kang Chen, Shaochen Wang, Beihao Xia, Dongxu Li, Zhen Kan, Bin Li

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* Submitted to ICRA2023 

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LAVIS: A Library for Language-Vision Intelligence


Sep 15, 2022
Dongxu Li, Junnan Li, Hung Le, Guangsen Wang, Silvio Savarese, Steven C. H. Hoi

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* Preprint of LAVIS technical report 

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cosFormer: Rethinking Softmax in Attention


Feb 17, 2022
Zhen Qin, Weixuan Sun, Hui Deng, Dongxu Li, Yunshen Wei, Baohong Lv, Junjie Yan, Lingpeng Kong, Yiran Zhong

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* Accepted to ICLR2022. Yiran Zhong is the corresponding author. Zhen Qin, Weixuan Sun, Hui Deng contributed equally to this work 

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BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation


Feb 15, 2022
Junnan Li, Dongxu Li, Caiming Xiong, Steven Hoi

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