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Masked Unsupervised Self-training for Zero-shot Image Classification


Jun 07, 2022
Junnan Li, Silvio Savarese, Steven C. H. Hoi


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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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Align and Prompt: Video-and-Language Pre-training with Entity Prompts


Dec 23, 2021
Dongxu Li, Junnan Li, Hongdong Li, Juan Carlos Niebles, Steven C. H. Hoi


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Towards Open Vocabulary Object Detection without Human-provided Bounding Boxes


Nov 18, 2021
Mingfei Gao, Chen Xing, Juan Carlos Niebles, Junnan Li, Ran Xu, Wenhao Liu, Caiming Xiong


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Improving Tail-Class Representation with Centroid Contrastive Learning


Oct 19, 2021
Anthony Meng Huat Tiong, Junnan Li, Guosheng Lin, Boyang Li, Caiming Xiong, Steven C. H. Hoi


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Cascaded Fast and Slow Models for Efficient Semantic Code Search


Oct 15, 2021
Akhilesh Deepak Gotmare, Junnan Li, Shafiq Joty, Steven C. H. Hoi

* 12 pages 

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Align before Fuse: Vision and Language Representation Learning with Momentum Distillation


Jul 16, 2021
Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Deepak Gotmare, Shafiq Joty, Caiming Xiong, Steven Hoi


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CoMatch: Semi-supervised Learning with Contrastive Graph Regularization


Nov 23, 2020
Junnan Li, Caiming Xiong, Steven Hoi


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MoPro: Webly Supervised Learning with Momentum Prototypes


Sep 17, 2020
Junnan Li, Caiming Xiong, Steven C. H. Hoi


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