| Elucidating The Design Space of Classifier-Guided Diffusion Generation | ✓ Link | 2.19 | | EluCD_DDPM | 2023-10-17 |
| Entropy-driven Sampling and Training Scheme for Conditional Diffusion Generation | ✓ Link | 2.63 | 159.72 | ADM-G + EDS (ED-DPM, classifier_scale=0.4) | 2022-06-23 |
| Entropy-driven Sampling and Training Scheme for Conditional Diffusion Generation | ✓ Link | 2.68 | 169.24 | ADM-G + EDS + ECT (ED-DPM, classifier_scale=0.6) | 2022-06-23 |
| Simple diffusion: End-to-end diffusion for high resolution images | ✓ Link | 2.88 | 137.3 | simple diffusion (U-Net) | 2023-01-26 |
| Diffusion Models Beat GANs on Image Synthesis | ✓ Link | 2.97 | | ADM-G (classifier_scale=0.5) | 2021-05-11 |
| Simple diffusion: End-to-end diffusion for high resolution images | ✓ Link | 3.23 | 171.9 | simple diffusion (U-ViT, L) | 2023-01-26 |
| Large Scale GAN Training for High Fidelity Natural Image Synthesis | ✓ Link | 5.7 | 124.5 | BigGAN-deep | 2018-09-28 |
| Omni-GAN: On the Secrets of cGANs and Beyond | ✓ Link | 6.53 | 262.85 | Omni-INR-GAN | 2020-11-26 |
| Consistency Regularization for Generative Adversarial Networks | | 6.66 | | CR-BigGAN | 2019-10-26 |
| High-Fidelity Image Generation With Fewer Labels | ✓ Link | 7.7 | 83.1 | S3 GAN | 2019-03-06 |
| Conditional GANs with Auxiliary Discriminative Classifier | ✓ Link | 8.02 | 108.10 | ADC-GAN | 2021-07-21 |
| Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training | ✓ Link | 8.206 | 96.299 | ReACGAN | 2021-11-01 |
| Omni-GAN: On the Secrets of cGANs and Beyond | ✓ Link | 8.30 | 190.94 | Omni-GAN | 2020-11-26 |
| Large Scale GAN Training for High Fidelity Natural Image Synthesis | ✓ Link | 8.7 | 98.8 | BigGAN | 2018-09-28 |
| Instance-Conditioned GAN | ✓ Link | 9.5 | 108.6 | IC-GAN + DA | 2021-09-10 |
| Instance Selection for GANs | ✓ Link | 9.61 | 114.32 | BigGAN + instance selection | 2020-07-30 |
| Feature Quantization Improves GAN Training | ✓ Link | 13.77 | 54.36 | FQ-GAN | 2020-04-05 |
| Is Attention Better Than Matrix Decomposition? | ✓ Link | 14.80 | 58.75 | HamGAN | 2021-09-09 |
| Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models | ✓ Link | 15.94 | 57.22 | Your Local GAN | 2019-11-27 |
| Self-Attention Generative Adversarial Networks | ✓ Link | 18.65 | 52.52 | SAGAN | 2018-05-21 |
| cGANs with Projection Discriminator | ✓ Link | 27.62 | 36.8 | Projection Discriminator | 2018-02-15 |
| Conditional Image Synthesis With Auxiliary Classifier GANs | ✓ Link | | 28.5 | AC-GAN | 2016-10-30 |