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Global Full Synthetic Multi
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High-Resolution Image Synthesis and Semantic Manipulation ...
openaccess.thecvf.comglobal generator network and G2 as the local enhancer network. The generator is then given by the tuple G = {G1,G2} as visualized in Fig. 3. The global generator net-work operates at a resolution of 1024× 512, and the local enhancer network outputs an image with a resolution that is 4× the output size of the previous one (2× along each im-
Generative Adversarial Transformers
arxiv.orgslots, but are mostly applied in the contexts of synthetic and oftentimes fairly rudimentary 2D settings. Works such as Capsule networks [29, 60] leverage ideas from psychology about Gestalt principles [34, 62], perceptual grouping [6] or analysis-by-synthesis [4], and like us, introduce ways to piece together visual elements to discover compound