2023
DOI: 10.1609/aaai.v37i3.25387
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Scene Graph to Image Synthesis via Knowledge Consensus

Yang Wu,
Pengxu Wei,
Liang Lin

Abstract: In this paper, we study graph-to-image generation conditioned exclusively on scene graphs, in which we seek to disentangle the veiled semantics between knowledge graphs and images. While most existing research resorts to laborious auxiliary information such as object layouts or segmentation masks, it is also of interest to unveil the generality of the model with limited supervision, moreover, avoiding extra cross-modal alignments. To tackle this challenge, we delve into the causality of the adversarial gener… Show more

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Cited by 3 publications
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