Chin-Wei Huang

A Variational Perspective on Diffusion-Based Generative Models and Score Matching

Chin-Wei Huang, Jae Hyun Lim, Aaron Courville · arXiv (Cornell University) · 2021 · 40 citations · Full text

Computing, Computer Science, Computer Vision +12

Convex Potential Flows: Universal Probability Distributions with Optimal\n Transport and Convex Optimization

Chin-Wei Huang, Ricky T. Q. Chen, Christos Tsirigotis et al. · arXiv (Cornell University) · 2020 · 26 citations · Full text

Natural Sciences, Mathematics, Computational Neuroscience +14

Augmented Normalizing Flows: Bridging the Gap Between Generative Flows and Latent Variable Models

Chin-Wei Huang, Laurent Dinh, Aaron Courville · arXiv (Cornell University) · 2020 · 25 citations · Full text

Computing, Data Science, Feature Engineering +8

Neural Language Modeling by Jointly Learning Syntax and Lexicon

Yikang Shen, Zhouhan Lin, Chin-Wei Huang et al. · arXiv (Cornell University) · 2017 · 22 citations · Full text

Computing, Computer Science, Computational Linguistics +16

Improving Explorability in Variational Inference with Annealed Variational Objectives

Chin-Wei Huang, Shawn Tan, Alexandre Lacoste et al. · arXiv (Cornell University) · 2018 · 20 citations · Full text

Computing, Computer Science, Bayesian Data Analysis +16