Yang Song's repositories
score_sde_pytorch
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
score_inverse_problems
Official repo for "Solving Inverse Problems in Medical Imaging with Score-Based Generative Models"
score_flow
Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)
yang-song.github.io
Personal website
pytorch-flows-plus
PyTorch implementations of normalizing flow modules
google-research
Google Research
pytorch-fid
A Port of Fréchet Inception Distance (FID score) to PyTorch
academicpages.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
flowplusplus
Implementation of Flow++ in PyTorch
LanczosNetwork
Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019
spectral-stein-grad
Code for "A Spectral Approach to Gradient Estimation for Implicit Distributions"
cifar10_challenge
A challenge to explore adversarial robustness of neural networks on CIFAR10.
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
mnist_challenge
A challenge to explore adversarial robustness of neural networks on MNIST.
pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)
pytorch-rbm
Restricted Boltzmann Machines (RBMs) in PyTorch
refinenet-pytorch
RefineNet-101 VOC in PyTorch
tensorflow-generative-model-collections
Collection of generative models in Tensorflow
Variational-Autoencoder-PyTorch
Variational Autoencoder implemented with PyTorch, Trained over CelebA Dataset