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Yang Song — most-cited papers & profile · Generative Models
← authors
·
overview
Yang Song
68
papers ·
2149
citations ·
15
h-index
Kuaishou (China)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Generative Modeling by Estimating Gradients of the Data Distribution
2019 · 988 citations
Diffusion Models: A Comprehensive Survey of Methods and Applications
2022 · 151 citations
Maximum Likelihood Training of Score-Based Diffusion Models
2021 · 46 citations
Consistency Models
2023 · 26 citations
Decoupled Learning for Conditional Adversarial Networks
2018 · 24 citations
Training Deep Energy-Based Models with f-Divergence Minimization
2020 · 11 citations
Simplifying, Stabilizing and Scaling Continuous-Time Consistency Models
2024 · 1 citations
Split Gibbs Discrete Diffusion Posterior Sampling
2025
RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance
2024
Top co-authors
Stefano Ermon
· 3
Bin Cui
· 1
Cheng Lu
· 1
Chengrui Huang
· 1
Chen Yang
· 1
Hao Jiang
· 1
Hao Zhou
· 1
Huatong Song
· 1
Ilya Sutskever
· 1
Jiaqi Cao
· 1
Jiaying Zhu
· 1
Kai Wang
· 1
Topics
Training & Sampling
Diffusion Models
GANs
Conditioning & Control