| Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models | ✓ Link | 1.64 | | | EDM-G++ (conditional) | 2022-11-28 |
| Denoising Likelihood Score Matching for Conditional Score-based Data Generation | ✓ Link | 2.25 | 9.90 | | DLSM | 2022-03-27 |
| Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training | ✓ Link | 2.26 | 10.51 | | StyleGAN2 + DiffAugment + D2D-CE | 2021-11-01 |
| Training Generative Adversarial Networks with Limited Data | ✓ Link | 2.42 | 10.14 | | StyleGAN2-ADA | 2020-06-11 |
| Lessons Learned from the Training of GANs on Artificial Datasets | ✓ Link | 3.6 | 10.21 | | MIX-MHingeGAN | 2020-07-13 |
| Feature Quantization Improves GAN Training | ✓ Link | 5.34 | 8.50 | | FQ-GAN | 2020-04-05 |
| Conditional GANs with Auxiliary Discriminative Classifier | ✓ Link | 5.66 | | 40.45 | ADC-GAN | 2021-07-21 |
| Adaptive Weighted Discriminator for Training Generative Adversarial Networks | ✓ Link | 6.89 | 9.52 | | aw-BigGAN | 2020-12-05 |
| cGANs with Multi-Hinge Loss | ✓ Link | 7.5 | 9.58 | | MHingeGAN | 2019-12-09 |
| Adaptive Weighted Discriminator for Training Generative Adversarial Networks | ✓ Link | 8.03 | 9 | | aw-SN-GAN | 2020-12-05 |
| Negative Data Augmentation | ✓ Link | 9.42 | | | NDA | 2021-02-09 |
| ContraGAN: Contrastive Learning for Conditional Image Generation | ✓ Link | 10.30 | | | ContraGAN | 2020-06-23 |
| Consistency Regularization for Generative Adversarial Networks | | 11.67 | | | CR-BigGAN | 2019-10-26 |
| Large Scale GAN Training for High Fidelity Natural Image Synthesis | ✓ Link | 14.73 | 9.22 | | BigGAN | 2018-09-28 |
| cGANs with Projection Discriminator | ✓ Link | 17.5 | 8.62 | | Projection Discriminator | 2018-02-15 |
| Deep Polynomial Neural Networks | ✓ Link | 36.77 | 7.5 | | ProdPoly no activation functions | 2020-06-20 |
| Class-Splitting Generative Adversarial Networks | ✓ Link | | 8.87 | | Splitting GAN | 2017-09-21 |
| Improved Training of Wasserstein GANs | ✓ Link | | 8.67 | | WGAN-GP | 2017-03-31 |
| Stacked Generative Adversarial Networks | ✓ Link | | 8.59 | | SGAN | 2016-12-13 |
| Conditional Image Synthesis With Auxiliary Classifier GANs | ✓ Link | | 8.25 | | AC-GAN | 2016-10-30 |
| Improved Techniques for Training GANs | ✓ Link | | 8.09 | | Improved GAN | 2016-06-10 |
| LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation | ✓ Link | | 7.17 | | LR-GAN | 2017-03-05 |
| Calibrating Energy-based Generative Adversarial Networks | ✓ Link | | 7.07 | | EGAN-Ent-VI | 2017-02-06 |
| Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks | ✓ Link | | 6.58 | | DCGAN | 2015-11-19 |
| Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning | ✓ Link | | 6.35 | | SteinGAN | 2016-11-06 |