Mingyuan Zhou

SiD. PyTorch code and model checkpoints for Score identity Distillation (SiD) and its adversarial version (SiDA)

SiD-LSG. Score identity Distillation with Long and Short Guidance for One-Step Text-to-Image Generation

Beta-Diffusion. Jupyter Notebook

GBN. Gamma Belief Networks

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. TeX

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

NBFA. Negative Binomial Factor Analysis

STA371G_Fall2018. HTML

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.