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121 public repositories
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[CVPR2020] Adversarial Latent Autoencoders
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Jan 23, 2021
Python
Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework
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Feb 23, 2022
Jupyter Notebook
StyleFlow: Attribute-conditioned Exploration of StyleGAN-generated Images using Conditional Continuous Normalizing Flows (ACM TOG 2021)
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Mar 12, 2022
Python
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Feb 23, 2022
Python
An efficient PyTorch library for deep generative modeling.
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Feb 2, 2022
Python
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Mar 14, 2022
Python
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Mar 2, 2022
Python
Official PyTorch Implementation of GAN-Supervised Dense Visual Alignment (CVPR 2022)
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Mar 2, 2022
Python
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Dec 2, 2021
Jupyter Notebook
The implementation of StyleGAN on PyTorch 1.0.1
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Jun 28, 2020
Python
StyleGAN 2 in Tensorflow 2.0
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Jan 24, 2022
Python
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Dec 21, 2021
Jupyter Notebook
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Mar 19, 2022
Python
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Feb 23, 2022
Python
Projecting images to latent space with StyleGAN2.
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Feb 27, 2021
Jupyter Notebook
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
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Jul 1, 2021
Jupyter Notebook
Reference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).
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Feb 26, 2022
Jupyter Notebook
Official implementation of FQ-GAN
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Jul 19, 2020
Python
A web porting for NVlabs' StyleGAN.
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Oct 17, 2020
Python
A collection of Jupyter notebooks to play with NVIDIA's StyleGAN3 and OpenAI's CLIP for a text-based guided image generation.
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Jan 25, 2022
Jupyter Notebook
Generating Cat images using StyleGAN
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Dec 13, 2019
HTML
[ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models
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Feb 17, 2021
Python
Image Synthesis + Corgis = <3
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Nov 5, 2021
Jupyter Notebook
A repository for sharing ipynb's of my experiments with ML. Some notebooks are 'old' by now and might no longer work 'out of the box'.
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Mar 15, 2022
Jupyter Notebook
Implementation of StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation in PyTorch
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Mar 31, 2021
Jupyter Notebook
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Aug 1, 2020
Python
Unofficial Alias-Free GAN implementation. Based on rosinality's version with expanded training and inference options.
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Oct 12, 2021
Python
Repository for implementation of generative models with Tensorflow 1.x
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Jun 12, 2020
Jupyter Notebook
Personal repository for "VOGUE: Try-On by StyleGAN Interpolation Optimization" (CVPR 2021). SOTA results for garments to deform according to the given body shape, while preserving pattern and material details.
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@huangzh13,
At the outset, this is a great implementation of StyleGAN in PyTorch. I really like the way the modules are structured.
This is more of a suggestion from my side:
Seems like you are not sanitizing your gradients in the code. Please check this from the official StyleGAN implementation.
I am currently