PixNerd is a single-stage pixel-space diffusion transformer that uses predicted neural field weights to decode large patches, reaching 2.15 FID on ImageNet 256 without a VAE.
Diffusion models beat gans on image synthesis.Advances in neural information processing systems, 34:8780–8794, 2021
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PixNerd: Pixel Neural Field Diffusion
PixNerd is a single-stage pixel-space diffusion transformer that uses predicted neural field weights to decode large patches, reaching 2.15 FID on ImageNet 256 without a VAE.