Pinned Repositories
Beta-Diffusion
DeepLDA_TLASGR_MCMC
Matlab Code for Deep latent Dirichlet allocation with topic-layer-adaptive stochastic gradient Riemannian MCMC
EPM
Infinite Edge Partition Models
GBN
Gamma Belief Networks
mingyuanzhou.github.io
NBFA
Negative Binomial Factor Analysis
PBDN
Parsimonious Bayesian Deep Networks
SiD
PyTorch code and model checkpoints for Score identity Distillation (SiD) published in ICML 2024
SiD-LSG
Score identity Distillation with Long and Short Guidance for One-Step Text-to-Image Generation
STA380
Bayesian Methods for Machine Learning (Spring 2018)
mingyuanzhou's Repositories
mingyuanzhou/SiD
PyTorch code and model checkpoints for Score identity Distillation (SiD) published in ICML 2024
mingyuanzhou/SiD-LSG
Score identity Distillation with Long and Short Guidance for One-Step Text-to-Image Generation
mingyuanzhou/Beta-Diffusion
mingyuanzhou/GBN
Gamma Belief Networks
mingyuanzhou/DeepLDA_TLASGR_MCMC
Matlab Code for Deep latent Dirichlet allocation with topic-layer-adaptive stochastic gradient Riemannian MCMC
mingyuanzhou/EPM
Infinite Edge Partition Models
mingyuanzhou/STA380
Bayesian Methods for Machine Learning (Spring 2018)
mingyuanzhou/PBDN
Parsimonious Bayesian Deep Networks
mingyuanzhou/mingyuanzhou.github.io
mingyuanzhou/NBFA
Negative Binomial Factor Analysis
mingyuanzhou/STA371G_Fall2018
mingyuanzhou/WHAI
This is the demo code for "WHAI: Weibull Hybrid Autoencoding Inference for Deep Topic Modeling"
mingyuanzhou/ARM-gradient
Low variance, unbiased gradient for discrete latent variable models.
mingyuanzhou/NBP_random_count_matrices
Negative binomial process random count matrices and naive Bayes classifiers
mingyuanzhou/WEDTM
The code for the paper "Inter and Intra Topic Structure Learning with Word Embeddings" in ICML 2018.
mingyuanzhou/ARSM
Low-variance and unbiased gradient for backpropagation through categorical random variables, with application in variational auto-encoder and reinforcement learning. ICML 2019
mingyuanzhou/BDL_Fall2019
mingyuanzhou/bibtex-js
BibTeX-js can parse a BibTeX-file and render it as part of an HTML file. This way, you can easily add a list of publications to your private homepage or display a list of recommended publications for a seminar. The way the entries are display can be customized using a simple template system and CSS.
mingyuanzhou/BNPseq
Bayesian Nonparametric Differential Expression Analysis of Sequencing Count Data
mingyuanzhou/covid19-forecast-hub
Projections of COVID-19, in standardized format
mingyuanzhou/dds-covid19.github.io
mingyuanzhou/Fast-simulation-of-hyperplane-truncated-multivariate-normal-distributions
Yulai Cong, Bo Chen*, and Mingyuan Zhou*, Fast simulation of hyperplane-truncated multivariate normal distributions, Bayesian Analysis, Vol. 12, No. 4, pp: 1017-1037, 2017.
mingyuanzhou/FoF_EPPF
Matlab Code for "Frequency of frequencies distributions and size dependent exchangeable random partitions"
mingyuanzhou/generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
mingyuanzhou/Multimodal_PGBN
The demo for Multimodal_PGBN
mingyuanzhou/self-critical.pytorch
Unofficial pytorch implementation for Self-critical Sequence Training for Image Captioning; py3 version in py3 branch (it actually should be compatible to both py2 and py3)
mingyuanzhou/SIVI
mingyuanzhou/STA371G
mingyuanzhou/STA371G_Fall2017
mingyuanzhou/STA371G_Spring2017