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researcher

G. Singh

5 papers hereh-index 131.2k citations24 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.CV1
same name
  • G. Singh — 109 papers
  • G. Singh — 19 papers
  • G. Singh — 9 papers, h 11
  • G. Singh — 8 papers
  • G. Singh — 8 papers
  • G. Singh — 6 papers

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
20192022
most citedSPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition

84 citations · 148 across the 5 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021★ 7 cited

Structured World Belief for Reinforcement Learning in POMDP

Gautam Singh, Skand Peri, Junghyun Kim +2

Object-centric world models provide structured representation of the scene and can be an important backbone in reinforcement learning and planning. However, existing approaches suf…

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