gengcong940126 Goto Github PK

age

Code for the paper "Adversarial Generator-Encoder Networks"

awesome-ebm

Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)

celeba-ae-ac-gan

An auto-encoder + auxiliary classifier GAN model is being explored in this project, to produce artificial, realistic human faces.

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

denoising-diffusion-pytorch-1

Implementation of Denoising Diffusion Probabilistic Models in PyTorch

denoising_diffusion

Unofficial Implementation of "Denoising Diffusion Probabilistic Models" in PyTorch(Lightning)

diffusion

Denoising Diffusion Probabilistic Models

ebm-bb

energy_based_generative_models

PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models

fd-scorematching

The official code for Efficient Learning of Generative Models via Finite-Difference Score Matching

gain

Codebase for Generative Adversarial Imputation Networks (GAIN) - ICML 2018

gengcong940126.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

guided-diffusion

i-jepa

Implementation of I-JEPA from "Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture"

mamba

mimicry

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

ncsn

Noise Conditional Score Networks (NeurIPS 2019, Oral)

perceptualsimilarity

LPIPS metric. pip install lpips

pytorch-gan-collections

PyTorch implementation of DCGAN, WGAN-GP and SNGAN.

pytorch-jacobian

Implement efficient jacobian method available for most pytorch networks

pytorch-vae

pytorch-vae-1

A Collection of Variational Autoencoders (VAE) in PyTorch.

pytorch_gan_zoo

A mix of GAN implementations including progressive growing

reconstruct_pointcloud_ae

This is a simple autoencoder to reconstruct pointcloud

recovery_likelihood

score_flow

Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)

score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

sliced_score_matching

Code for reproducing results in the sliced score matching paper (UAI 2019)

stylegan2

StyleGAN2 - Official TensorFlow Implementation