Siyu Li's repositories
Diffusion-Models-Papers-Survey-Taxonomy
Diffusion model papers, survey, and taxonomy
ee541-hw5-starter
Fashion Compatibility Prediction with Deep Learning
FA20_CS551
Emory System Programming Course
Machine-Learning-Notes
白板推导系列课程笔记 初版
mri-variationalnetwork
Source code to our paper: "Learning a Variational Network for Reconstruction of Accelerated MRI Data"
pytorch_mri_variationalnetwork
A pytorch implementation for variational network for MRI reconstruction
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
Awesome-Federated-Learning-on-Graph-and-GNN-papers
Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.
consistency_models
Official repo for consistency models.
ddim
Denoising Diffusion Implicit Models
diffusion
Denoising Diffusion Probabilistic Models
DPDM
Differentially Private Diffusion Models
EE660_Machine_Learning_From_Signals
EE660 Machine Learning From Signals (2019Fall)
evolutionary-reinforcement-neural-network-autonomous-car
A self learning autonomous vehicle based on evolutionary algorithm and reinforcement learning
gail-pytorch
A simple implementation of Generative Adversarial Imitation Learning with PyTorch
GDSS
Official Code Repository for the paper "Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations" (ICML 2022)
gflownet
Generative Flow Networks
GflowNets_Tutorial
GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Method and Important Sampling
GNNPapers
Must-read papers on graph neural networks (GNN)
GraphScoreMatching
Official implementation for the paper: Permutation Invariant Graph Generation via Score-Based Generative Modeling
icml18-jtnn
Junction Tree Variational Autoencoder for Molecular Graph Generation (ICML 2018)
ncsn
Noise Conditional Score Networks (NeurIPS 2019, Oral)
ncsnv2
The official PyTorch implementation for NCSNv2 (NeurIPS 2020)
paper-reading
深度学习经典、新论文逐段精读
recommended-books
计算机经典书籍推荐 部分书籍提供PDF下载
score_sde
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
TrajGAIL
This repository contains implementation details and codes for the TrajGAIL