OpenCodePapers
text-to-image-generation-on-cub
Text-to-Image Generation
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Paper
Code
FID
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Inception score
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ModelName
ReleaseDate
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Data Extrapolation for Text-to-image Generation on Small Datasets
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6.36
6.56
RAT-Diffusion
2024-10-02
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders
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6.72
TLDM
2022-02-19
Swinv2-Imagen: Hierarchical Vision Transformer Diffusion Models for Text-to-Image Generation
9.78
8.44
Swinv2-Imagen
2022-10-18
GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis
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10.08
GALIP
2023-01-30
Recurrent Affine Transformation for Text-to-image Synthesis
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10.21
5.36
RAT-GAN
2022-04-22
Vector Quantized Diffusion Model for Text-to-Image Synthesis
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10.32
VQ-Diffusion-F
2021-11-29
LAFITE: Towards Language-Free Training for Text-to-Image Generation
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10.48
5.97
Lafite
2021-11-27
Vector Quantized Diffusion Model for Text-to-Image Synthesis
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11.94
VQ-Diffusion-B
2021-11-29
Vector Quantized Diffusion Model for Text-to-Image Synthesis
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12.97
VQ-Diffusion-S
2021-11-29
Improving Text-to-Image Synthesis Using Contrastive Learning
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14.38
4.77
DM-GAN+CL
2021-07-06
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks
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15.3
3.82
StackGAN-v2
2017-10-19
Improving Text-to-Image Synthesis Using Contrastive Learning
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16.34
4.42
AttnGAN+CL
2021-07-06
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks
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51.89
3.7
StackGAN-v1
2017-10-19
Learning What and Where to Draw
67.22
3.62
GAWWN
2016-10-08
DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis
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4.86
DF-GAN
2020-08-13
[]()
4.77
DM-GAN+CL
Controllable Text-to-Image Generation
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4.58
Attention-driven Generator (perceptual loss)
2019-09-16
MirrorGAN: Learning Text-to-image Generation by Redescription
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4.56
MirrorGAN
2019-03-14
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks
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4.36
AttnGAN
2017-11-28
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks
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3.7
StackGAN
2016-12-10