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researcher

Suman V. Ravuri

12 papers hereh-index 205.4k citations44 works total

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

author position
  • first author4
  • middle author8

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • physics.ao-ph5

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedSkillful Precipitation Nowcasting using Deep Generative Models of Radar

1k citations · 1.4k across the 12 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

cs.LG2018★ 6 cited

Learning Implicit Generative Models with the Method of Learned Moments

Suman Ravuri, Shakir Mohamed, Mihaela Rosca +1

We propose a method of moments (MoM) algorithm for training large-scale implicit generative models. Moment estimation in this setting encounters two problems: it is often difficult…

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