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Cogview: Mastering text-to-image generation via transformers

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cs.CV 1

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2024 1

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Text-to-Image GAN with Pretrained Representations

cs.CV · 2024-12-30 · conditional · novelty 6.0

TIGER, a text-to-image GAN that stacks CLIP and DINO representations in the discriminator, reports FID 5.48 on COCO and 9.38 on CUB, surpassing prior GAN and some diffusion baselines.

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  • Text-to-Image GAN with Pretrained Representations cs.CV · 2024-12-30 · conditional · none · ref 5

    TIGER, a text-to-image GAN that stacks CLIP and DINO representations in the discriminator, reports FID 5.48 on COCO and 9.38 on CUB, surpassing prior GAN and some diffusion baselines.