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Stefano Ermon — most-cited papers & profile · Generative Models
← authors
·
overview
Stefano Ermon
11
papers ·
325
citations ·
66
h-index
Stanford University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Amortized Inference Regularization
2018 · 49 citations
Shape optimization in laminar flow with a label-guided variational autoencoder
2017 · 7 citations
Variational Rejection Sampling
2018 · 3 citations
G2D2: Gradient-Guided Discrete Diffusion for Inverse Problem Solving
2024
Top co-authors
Aditya Grover
· 1
Bac Nguyen
· 1
Chieh-Hsin Lai
· 1
Dale Schuurmans
· 1
Hung H. Bui
· 1
Miguel Lazaro-Gredilla
· 1
Mykel J. Kochenderfer
· 1
Naoki Murata
· 1
Ramki Gummadi
· 1
Rui Shu
· 1
Shengjia Zhao
· 1
Stefan Bartzsch
· 1
Topics
Diffusion Models
cs.NA
math.NA
stat.ML
Training & Sampling
cs.IT
eess.SP
math.IT