mingyuanzhou

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

GBN

Gamma Belief Networks

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

STA380

Bayesian Methods for Machine Learning (Spring 2018)

PBDN

Parsimonious Bayesian Deep Networks

mingyuanzhou.github.io

NBFA

Negative Binomial Factor Analysis

STA371G_Fall2018

WHAI

This is the demo code for "WHAI: Weibull Hybrid Autoencoding Inference for Deep Topic Modeling"

ARM-gradient

Low variance, unbiased gradient for discrete latent variable models.

NBP_random_count_matrices

Negative binomial process random count matrices and naive Bayes classifiers

WEDTM

The code for the paper "Inter and Intra Topic Structure Learning with Word Embeddings" in ICML 2018.

ARSM

Low-variance and unbiased gradient for backpropagation through categorical random variables, with application in variational auto-encoder and reinforcement learning. ICML 2019

BDL_Fall2019

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.

BNPseq

Bayesian Nonparametric Differential Expression Analysis of Sequencing Count Data

covid19-forecast-hub

Projections of COVID-19, in standardized format

dds-covid19.github.io

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.

FoF_EPPF

Matlab Code for "Frequency of frequencies distributions and size dependent exchangeable random partitions"

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

Multimodal_PGBN

The demo for Multimodal_PGBN

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)

SIVI

STA371G

STA371G_Fall2017

STA371G_Spring2017