CD-GAN: COMMONSENSE-DRIVEN GENERATIVE ADVERSARIAL NETWORK WITH HIERARCHICAL REFINEMENT FOR TEXT-TO-IMAGE SYNTHESIS

CD-GAN: Commonsense-Driven Generative Adversarial Network with Hierarchical Refinement for Text-to-Image Synthesis

Synthesizing vivid images with descriptive texts is gradually emerging as a frontier cross-domain generation task.However, it is obviously inadequate to generate the high-quality image with one single sentence accurately due to the information asymmetry between modalities, which needs external knowledge to balance the process.Moreover, the limited

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Violent victimization at the intersections of sexual orientation, gender identity, and race: National Crime Victimization Survey, 2017-2019.

IntroductionPrior research has found that experiences with violence in the U.S.differ across individual demographic characteristics, including race, gender, and sexual orientation.However, peer reviewed studies have yet to examine the relationship between the intersections of race, gender, and sexual orientation, victimization risk, and characteris

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