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researcher

Pavel Sountsov

13 papers hereh-index 13531 citations23 works total

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

author position
  • first author4
  • middle author8
  • last author1

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • stat.CO7
  • cs.CV2
  • cs.AI1
  • cs.LG1
  • stat.ME1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162024
most citedNeuTra-lizing Bad Geometry in Hamiltonian Monte Carlo Using Neural Transport

65 citations · 97 across the 12 of their papers we have counts for

collaborators
Showing 2022 · cs.CVShow all

1 paper · 2 filters

cs.CV2022★ 4 cited

ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images

Matthew D. Hoffman, Tuan Anh Le, Pavel Sountsov +4

The problem of inferring object shape from a single 2D image is underconstrained. Prior knowledge about what objects are plausible can help, but even given such prior knowledge the…

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