Transformer with a Parallel Decoder for Image Captioning
Peilang Wei,
Xu Liu,
Jun Luo
et al.
Abstract:In this paper, a parallel decoder and a word group prediction module are proposed to speed up decoding and improve the effect of captions. The features of the image extracted by the encoder are linearly projected to different word groups, and then a unique relaxed mask matrix is designed to improve the decoding speed and the caption effect. First, since image captioning is composed of many words, sentences can also be broken down into word groups or words according to their syntactic structure, and we achieve … Show more
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