calls Infinity “bitwise autoregressive high-resolution image synthesis if you want an AR alternative to diffusion-based LDM”
High-Resolution Image Synthesis with Latent Diffusion Models
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These projects were analysed and named Infinity among their alternatives. The relationship is not symmetric — how Infinity rates them is a separate judgement, made when Infinity is analysed in its own right.
calls Infinity “bitwise autoregressive high-resolution image synthesis if you want an AR alternative to diffusion-based LDM”
High-Resolution Image Synthesis with Latent Diffusion Models
calls Infinity “Bitwise autoregressive image synthesis; choose if you prefer autoregressive modeling over diffusion.”
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
calls Infinity “Choose when a bitwise autoregressive high-resolution image-generation approach is acceptable and you do not need Sana's video/RL variants.”
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer
calls Infinity “Choose for autoregressive high-resolution image generation with bitwise tokens instead of VQGAN+AR.”
Taming Transformers for High-Resolution Image Synthesis