| Name | Modified | Size | Downloads / Week |
|---|---|---|---|
| Parent folder | |||
| README.md | 2021-11-05 | 736 Bytes | |
| v.0.3.0.tar.gz | 2021-11-05 | 13.4 MB | |
| v.0.3.0.zip | 2021-11-05 | 13.5 MB | |
| Totals: 3 Items | 27.0 MB | 0 | |
- Add SOTA GANs: LGAN, TACGAN, StyleGAN2, MDGAN, MHGAN, ADCGAN, ReACGAN (our new paper).
- Add five types of differentiable augmentation: CR, DiffAugment, ADA, SimCLR, BYOL.
- Implement useful regularizations: Top-K training, Feature Matching, R1-Regularization, MaxGP
- Add Improved Precision & Recall, Density & Coverage, iFID, and CAS for reliable evaluation.
- Support Inception_V3 and SwAV backbones for GAN evaluation.
- Verify the reproducibility of StyleGAN2 and BigGAN.
- Fix bugs in FreezeD, DDP training, Mixed Precision training, and ADA.
- Support Discriminator Driven Latent Sampling, Semantic Factorization for BigGAN evaluation.
- Support Wandb logging instead of Tensorboard.