OpenCodePapers

text-to-image-generation-on-cub

Text-to-Image Generation
Dataset Link
Results over time
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PaperCodeFIDInception scoreModelNameReleaseDate
Data Extrapolation for Text-to-image Generation on Small Datasets✓ Link6.366.56RAT-Diffusion2024-10-02
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders✓ Link6.72TLDM2022-02-19
Swinv2-Imagen: Hierarchical Vision Transformer Diffusion Models for Text-to-Image Generation9.788.44Swinv2-Imagen2022-10-18
GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis✓ Link10.08GALIP2023-01-30
Recurrent Affine Transformation for Text-to-image Synthesis✓ Link10.215.36RAT-GAN2022-04-22
Vector Quantized Diffusion Model for Text-to-Image Synthesis✓ Link10.32VQ-Diffusion-F2021-11-29
LAFITE: Towards Language-Free Training for Text-to-Image Generation✓ Link10.485.97Lafite2021-11-27
Vector Quantized Diffusion Model for Text-to-Image Synthesis✓ Link11.94VQ-Diffusion-B2021-11-29
Vector Quantized Diffusion Model for Text-to-Image Synthesis✓ Link12.97VQ-Diffusion-S2021-11-29
Improving Text-to-Image Synthesis Using Contrastive Learning✓ Link14.384.77DM-GAN+CL2021-07-06
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks✓ Link15.33.82StackGAN-v22017-10-19
Improving Text-to-Image Synthesis Using Contrastive Learning✓ Link16.344.42AttnGAN+CL2021-07-06
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks✓ Link51.893.7StackGAN-v12017-10-19
Learning What and Where to Draw67.223.62GAWWN2016-10-08
DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis✓ Link4.86DF-GAN2020-08-13
[]()4.77DM-GAN+CL
Controllable Text-to-Image Generation✓ Link4.58Attention-driven Generator (perceptual loss)2019-09-16
MirrorGAN: Learning Text-to-image Generation by Redescription✓ Link4.56MirrorGAN2019-03-14
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks✓ Link4.36AttnGAN2017-11-28
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks✓ Link3.7StackGAN2016-12-10