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Existing captioning models often adopt the encoder-decoder architecture, where the decoder uses autoregressive decoding to generate captions, such that each token is generated sequentially given the preceding generated tokens.
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Jiatao Gu, James Bradbury, Caiming Xiong, Victor O. K. Li, and Richard Socher · 2018
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Peter Anderson, Basura Fernando, Mark Johnson, and Stephen Gould · 2016
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Bottom-up and top-down attention for image captioning and vqa
Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark Johnson, Stephen Gould, and Lei Zhang · 2017
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Jiasen Lu, Caiming Xiong, Devi Parikh, and Richard Socher · 2017
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