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Vanika Singhal

8 papers hereh-index 12452 citations37 works total

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

author position
  • first author6
  • middle author2

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

fields
  • cs.LG3
  • cs.CV2
  • eess.IV2
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedOne-shot Localization and Segmentation of Medical Images with Foundation Models

8 citations · 10 across the 8 of their papers we have counts for

collaborators
Showing 2016 · cs.LGShow all

1 paper · 2 filters

cs.LG2016

How to Train Your Deep Neural Network with Dictionary Learning

Vanika Singhal, Shikha Singh, Angshul Majumdar

Currently there are two predominant ways to train deep neural networks. The first one uses restricted Boltzmann machine (RBM) and the second one autoencoders. RBMs are stacked in l…

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