Mingyuan Zhou (mingyuanzhou)

mingyuanzhou

Geek Repo

Company:The University of Texas at Austin

Location:Austin, TX

Home Page:http://mingyuanzhou.github.io/

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Mingyuan Zhou's repositories

SiD

PyTorch code and model checkpoints for Score identity Distillation (SiD) published in ICML 2024

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SiD-LSG

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

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GBN

Gamma Belief Networks

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DeepLDA_TLASGR_MCMC

Matlab Code for Deep latent Dirichlet allocation with topic-layer-adaptive stochastic gradient Riemannian MCMC

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EPM

Infinite Edge Partition Models

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STA380

Bayesian Methods for Machine Learning (Spring 2018)

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PBDN

Parsimonious Bayesian Deep Networks

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NBFA

Negative Binomial Factor Analysis

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WHAI

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

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ARM-gradient

Low variance, unbiased gradient for discrete latent variable models.

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NBP_random_count_matrices

Negative binomial process random count matrices and naive Bayes classifiers

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WEDTM

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

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ARSM

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

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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.

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BNPseq

Bayesian Nonparametric Differential Expression Analysis of Sequencing Count Data

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covid19-forecast-hub

Projections of COVID-19, in standardized format

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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.

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FoF_EPPF

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

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generative-models

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

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Multimodal_PGBN

The demo for Multimodal_PGBN

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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)

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