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researcher

S. Ermon

255 papers hereh-index 104101.7k citations479 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author88
  • last author152

Across the 242 of 255 papers where every author was matched, so the position is known.

fields
  • cs.LG149
  • cs.CV50
  • stat.ML21
  • cs.CL13
  • cs.AI9
  • cs.CY3

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedScore-Based Generative Modeling through Stochastic Differential Equations

1.3k citations · 2.4k across the 148 of their papers we have counts for

collaborators
Showing 2017 · cs.AIShow all

2 papers · 2 filters

cs.AI2017

Deterministic Policy Optimization by Combining Pathwise and Score Function Estimators for Discrete Action Spaces

Daniel Levy, Stefano Ermon

Policy optimization methods have shown great promise in solving complex reinforcement and imitation learning tasks. While model-free methods are broadly applicable, they often requ…

cs.AI2017★ 5 cited

A Survey of Human Activity Recognition Using WiFi CSI

Siamak Yousefi, Hirokazu Narui, Sankalp Dayal +2

In this article, we present a survey of recent advances in passive human behaviour recognition in indoor areas using the channel state information (CSI) of commercial WiFi systems.…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.