Pinned Repositories
ncsn
Noise Conditional Score Networks (NeurIPS 2019, Oral)
ncsnv2
The official PyTorch implementation for NCSNv2 (NeurIPS 2020)
sliced_score_matching
Code for reproducing results in the sliced score matching paper (UAI 2019)
APDLM
Training Deep Neural Networks via Direct Loss Minimization
score_flow
Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)
score_inverse_problems
Official repo for "Solving Inverse Problems in Medical Imaging with Score-Based Generative Models"
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)
yang-song.github.io
Personal website
yang-song's Repositories
yang-song/score_sde_pytorch
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
yang-song/score_sde
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
yang-song/score_inverse_problems
Official repo for "Solving Inverse Problems in Medical Imaging with Score-Based Generative Models"
yang-song/score_flow
Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)
yang-song/APDLM
Training Deep Neural Networks via Direct Loss Minimization
yang-song/yang-song.github.io
Personal website
yang-song/pytorch-flows-plus
PyTorch implementations of normalizing flow modules
yang-song/dm-haiku
JAX-based neural network library
yang-song/google-research
Google Research
yang-song/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
yang-song/pytorch-fid
A Port of Fréchet Inception Distance (FID score) to PyTorch
yang-song/academicpages.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
yang-song/flowplusplus
Implementation of Flow++ in PyTorch
yang-song/LanczosNetwork
Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019
yang-song/lucid
A collection of infrastructure and tools for research in neural network interpretability.
yang-song/pulse
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models
yang-song/spectral-stein-grad
Code for "A Spectral Approach to Gradient Estimation for Implicit Distributions"
yang-song/cifar10_challenge
A challenge to explore adversarial robustness of neural networks on CIFAR10.
yang-song/cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
yang-song/dotfiles
My personal collection of various dotfiles
yang-song/exrex
Irregular methods on regular expressions
yang-song/keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.
yang-song/mnist_challenge
A challenge to explore adversarial robustness of neural networks on MNIST.
yang-song/pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)
yang-song/pytorch-rbm
Restricted Boltzmann Machines (RBMs) in PyTorch
yang-song/refinenet-pytorch
RefineNet-101 VOC in PyTorch
yang-song/rllab
rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.
yang-song/tensorflow-generative-model-collections
Collection of generative models in Tensorflow
yang-song/Variational-Autoencoder-PyTorch
Variational Autoencoder implemented with PyTorch, Trained over CelebA Dataset
yang-song/vision
Datasets, Transforms and Models specific to Computer Vision