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Saumya Gupta

Stony Brook University (Present)

8 papers hereh-index 8301 citations14 works total

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

author position
  • first author4
  • middle author4

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.CV5
  • eess.IV3
affiliations
  • Stony Brook University (Present)
  • Samsung Reserach & Development Institute (Past)
Homepage
same name
  • Saumya Gupta — 7 papers, h 3
  • Saumya Gupta — 4 papers, h 3
  • Saumya Gupta — 3 papers, h 2
  • Saumya Gupta — 2 papers, h 2
  • Saumya Gupta — 1 paper, h 5
  • Saumya Gupta — 1 paper, h 12

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
20212024
most citedTopology-Aware Uncertainty for Image Segmentation

9 citations · 12 across the 8 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.CV2022★ 1 cited

Learning Topological Interactions for Multi-Class Medical Image Segmentation

Saumya Gupta, Xiaoling Hu, James Kaan +10

Deep learning methods have achieved impressive performance for multi-class medical image segmentation. However, they are limited in their ability to encode topological interactions…

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