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Soumya Roy

2 papers here

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.CV1
ORCID 0000-0002-7931-0508
same name
  • Soumya Roy — 3 papers
  • Soumya Roy — 1 paper
  • Soumya Roy — 1 paper
  • Soumya Roy — 1 paper
  • Soumya Roy — 1 paper

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

most citedActive learning with version spaces for object detection

4 citations · 5 across the 2 of their papers we have counts for

collaborators

2 papers

cs.AI2025★ 1 cited

TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning

Jiaru Zou, Soumya Roy, Vinay Kumar Verma +6

Process Reward Models (PRMs) have recently emerged as a powerful framework for enhancing the reasoning capabilities of large reasoning models (LRMs), particularly in the context of…

cs.CV2016★ 4 cited

Active learning with version spaces for object detection

Soumya Roy, Vinay P. Namboodiri, Arijit Biswas

Given an image, we would like to learn to detect objects belonging to particular object categories. Common object detection methods train on large annotated datasets which are anno…

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