Concepedia

Jiaming Song

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Publications

9

Citations

972

H-Index

9

Active since

2017

Affiliations

Stanford University(Current)

Jiaming Song is an author at Stanford University specializing in computer science, engineering, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningGenerative ModelsArtificial IntelligenceStatistical InferenceComputer VisionStatistics

Publications per year

2017–2020

9

Publications

9

InfoVAE: Information Maximizing Variational Autoencoders

Shengjia Zhao, Jiaming Song, Stefano Ermon · arXiv (Cornell University) · 2017 · 371 citations · Full text

Structured Prediction, Engineering, Machine Learning +11

InfoVAE: Balancing Learning and Inference in Variational Autoencoders

Shengjia Zhao, Jiaming Song, Stefano Ermon · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 269 citations · Full text

Structured Prediction, Balancing Learning, Machine Learning +13

Towards Deeper Understanding of Variational Autoencoding Models

Shengjia Zhao, Jiaming Song, Stefano Ermon · arXiv (Cornell University) · 2017 · 129 citations · Full text

Engineering, Machine Learning, Autoencoders +16

Learning Hierarchical Features from Deep Generative Models

Shengjia Zhao, Jiaming Song, Stefano Ermon · International Conference on Machine Learning · 2017 · 95 citations

Engineering, Machine Learning, Generative Models +6

The Information Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Models

Shengjia Zhao, Jiaming Song, Stefano Ermon · arXiv (Cornell University) · 2018 · 37 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +19

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