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researcher

Sam Wiseman

Duke University

20 papers hereh-index 175.3k citations35 works total

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

author position
  • first author5
  • middle author11
  • last author3

Across the 19 of 20 papers where every author was matched, so the position is known.

fields
  • cs.CL16
  • cs.LG2
  • quant-ph1
  • stat.ML1
affiliations
  • Duke University
Homepage
same name
  • Sam Wiseman — 5 papers, h 4
  • Sam Wiseman — 3 papers, h 3
  • Sam Wiseman — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedChallenges in Data-to-Document Generation

54 citations · 78 across the 9 of their papers we have counts for

collaborators
Showing 2018 · stat.MLShow all

1 paper · 2 filters

stat.ML2018

Semi-Amortized Variational Autoencoders

Yoon Kim, Sam Wiseman, Andrew C. Miller +2

Amortized variational inference (AVI) replaces instance-specific local inference with a global inference network. While AVI has enabled efficient training of deep generative models…

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