kwotsin / mimicryLinks
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
☆609Updated 2 years ago
Alternatives and similar repositories for mimicry
Users that are interested in mimicry are comparing it to the libraries listed below
Sorting:
- The authors official implementation of Unsupervised Discovery of Interpretable Directions in the GAN Latent Space☆425Updated last year
- Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural N…☆303Updated 4 years ago
- [NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training☆1,308Updated 8 months ago
- An efficient PyTorch library for deep generative modeling.☆909Updated 8 months ago
- Understanding Deep Networks via Extremal Perturbations and Smooth Masks☆345Updated 4 years ago
- Code for ICLR2020 paper 'Real or Not Real, that is the Question'☆286Updated 4 years ago
- Paper by Miyato et al. https://openreview.net/forum?id=B1QRgziT-☆679Updated 7 years ago
- [ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangya…☆467Updated last year
- Various Notebooks for Lernapparat.de☆276Updated 5 years ago
- The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)☆1,050Updated 2 years ago
- Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"☆921Updated 5 years ago
- A mix of GAN implementations including progressive growing☆1,626Updated 3 years ago
- ☆1,009Updated 5 years ago
- Official Implementation of "The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement" (ECCV 2020 Spotlight)☆207Updated 3 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆989Updated 3 weeks ago
- The correct way to resize images or tensors. For Numpy or Pytorch (differentiable).☆559Updated last year
- Research Framework for easy and efficient training of GANs based on Pytorch☆1,420Updated 2 years ago
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆586Updated 3 years ago
- Totally Versatile Miscellanea for Pytorch☆471Updated 3 years ago
- Useful PyTorch functions and modules that are not implemented in PyTorch by default☆188Updated last year
- Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.☆256Updated 2 years ago
- Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"☆446Updated 2 years ago
- MSG StyleGAN in tensorflow☆265Updated 5 years ago
- Official Code for Invertible Residual Networks☆527Updated 10 months ago
- NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/☆348Updated last year
- Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"☆731Updated 5 years ago
- Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)☆395Updated 3 years ago
- Improved WGAN in Pytorch☆440Updated last year
- A Pytorch implementation of Stylegan2 with UNet Discriminator☆211Updated 4 years ago
- Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute☆1,531Updated 4 years ago