Popular GitHub Repositories for Deep Generative Model

Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019

[NeurIPS-2023] Annual Conference on Neural Information Processing Systems

Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)

Unofficial Pytorch Implementation of WaveGrad2

OCR-VQGAN, a discrete image encoder (tokenizer and detokenizer) for figure images in Paper2Fig100k dataset. Implementation of OCR Perceptual loss for clear text-within-image generation. Fork from VQGAN in CompVis/taming-transformers

State-of-the-art neural cardinality estimators for join queries

PyTorch implementation of DiffRoll, a diffusion-based generative automatic music transcription (AMT) model

A General Causal Inference Framework by Encoding Generative Modeling

Roundtrip: density estimation with deep generative neural networks

Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs

Reproducible material for A Wasserstein GAN with gradient penalty for 3D porous media generation.

A minimal Pytorch Implementation of Stochastically Quantized Variational AutoEncoder (SQ-VAE) by Sony

Exploring the conformational ensembles of protein-protein complexes with transformer-based generative neural networks

PyTorch implementation of slicing adversarial network (SAN)

A pytorch implementation for FACE: A Normalizing Flow based Cardinality Estimator

EfficientMORL (ICML'21)

Deep Learning And Applied Artificial Intelligence Project 2019/2020 - Molecular Synthesis & Reconstruction

The wonderful and illustrative notes on Deep Learning take will take a person from Zero to Hero.