yunjey

awesome-normalizing-flows

Awesome resources on normalizing flows.

WeeklyArxivTalk

[Zoom & Facebook Live] Weekly AI Arxiv 시즌2

CLIP-featurevis

code for reproducing some of the diagrams in the paper "Multimodal Neurons in Artificial Neural Networks"

stylegan2-ada-pytorch

StyleGAN2-ADA - Official PyTorch implementation

encoder4editing

Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766

DALL-E

PyTorch package for the discrete VAE used for DALL·E.

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

DALLE-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

StyleCLIP

Official Implementation for "StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery" (ICCV 2021 Oral)

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

graf

Official code release for "GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis"

stylized-neural-painting

Official Pytorch implementation of the preprint paper "Stylized Neural Painting", in CVPR 2021.

image-gpt

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

stylegan2-ada

StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation

diffusion

Denoising Diffusion Probabilistic Models

pytorch_diffusion

PyTorch reimplementation of Diffusion Models

data-efficient-gans

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

stylegan2-pytorch

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

NVAE

The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

minimal_glo

Minimal PyTorch implementation of Generative Latent Optimization from the paper "Optimizing the Latent Space of Generative Networks"

toonify

imaginaire

NVIDIA's Deep Imagination Team's PyTorch Library

freeCodeCamp

freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.

AdamP-Tensorflow

Tensorflow Implementation of "Slowing Down the Weight Norm Increase in Momentum-based Optimizers"

deepsvg

[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.

tensorflow-mnist-VAE

Tensorflow implementation of variational auto-encoder for MNIST

metfaces-dataset