An introduction to deep generative modeling
From MaRDI portal
Publication:6068234
DOI10.1002/gamm.202100008arXiv2103.05180OpenAlexW3172949370MaRDI QIDQ6068234
Publication date: 15 December 2023
Published in: GAMM-Mitteilungen (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2103.05180
machine learningoptimal transportdeep learningvariational autoencodergenerative adversarial networkdeep generative modelsnormalizing flow
Artificial neural networks and deep learning (68T07) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to computer science (68-01) Numerical optimization and variational techniques (65K10)
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- A computational fluid mechanics solution to the Monge-Kantorovich mass transfer problem
- A Multilevel Method for the Solution of Time Dependent Optimal Transport
- Optimization Methods for Large-Scale Machine Learning
- Stabilizing Invertible Neural Networks Using Mixture Models
- An Introduction to Variational Autoencoders
- Deep Learning: An Introduction for Applied Mathematicians