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Search results with tag "Self attention"
JOURNAL OF LA Attention Mechanisms in Computer Vision: A ...
arxiv.orgThe last phase is the self-attention era. Self-attention was firstly proposed in [33] and rapidly provided great advances in the field of natural language processing [33], [38], [39]. Wang et al. [15] took the lead in introducing self-attention to computer vision and presented a novel non-local
Self-Attention Generative Adversarial Networks
proceedings.mlr.pressforms better than prior work1, boosting the best published Inception score from 36.8 to 52.52 and reducing Fr´echet Inception distance from 27.62 to 18.65 on the challenging ImageNet dataset. Visu-alization of the attention layers shows that the gen-erator leverages neighborhoods that correspond to object shapes rather than local regions of fixed