Taming Transformers for High-Resolution Image Synthesis — mentioned by dplavery92

Tue, 27 Jun 2023 21:07:16 GMT

From Sections 3 and 4 of the VQGAN paper[1] upon this work is built: "To generate images in the megapixel regime, we ... have to work patch-wise and crop images to restrict the length of [the quantized encoding vector] s to a maximally feasible size during training. To sample images, we then use the transformer in a sliding-window manner as illustrated in Fig.3." ... "The sliding window approach introduced in Sec.3.2 enables image synthesis beyond a resolution of 256×256pixels." From the Paella paper[2]: "Our proposal builds on the two-stage paradigm introduced by Esser et al. and consists of…

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Taming Transformers for High-Resolution Image Synthesis · HackerPapers discussions

Taming Transformers for High-Resolution Image Synthesis — mentioned by dplavery92