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Sonal Kumar

2 papers hereh-index 212 citations8 works total

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.CV2
same name
  • Sonal Kumar — 35 papers, h 16

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 citedDatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer

6 citations · 6 across the 1 of their papers we have counts for

collaborators

2 papers

cs.CV2025

C-LEAD: Contrastive Learning for Enhanced Adversarial Defense

Suklav Ghosh, Sonal Kumar, Arijit Sur

Deep neural networks (DNNs) have achieved remarkable success in computer vision tasks such as image classification, segmentation, and object detection. However, they are vulnerable…

cs.CV2024★ 6 cited

DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer

Sonal Kumar, Arijit Sur, Rashmi Dutta Baruah

Successive proposals of several self-supervised training schemes continue to emerge, taking one step closer to developing a universal foundation model. In this process, the unsuper…

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