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Mansi Sharma

5 papers hereh-index 3172 citations9 works total

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

author position
  • middle author3
  • last author1

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.LG2
  • cs.AI1
same name
  • Mansi Sharma — 12 papers, h 7
  • Mansi Sharma — 4 papers, h 12
  • Mansi Sharma — 4 papers, h 2
  • Mansi Sharma — 1 paper, h 2
  • Mansi Sharma — 1 paper, h 2
  • Mansi Sharma — 1 paper, h 1

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
20212023
most citedOpenFL: An open-source framework for Federated Learning

132 citations · 138 across the 5 of their papers we have counts for

collaborators
Showing 2021Show all

3 papers · 1 filter

cs.AI2021★ 1 cited

Tele-EvalNet: A Low-cost, Teleconsultation System for Home based Rehabilitation of Stroke Survivors using Multiscale CNN-LSTM Architecture

Aditya Kanade, Mansi Sharma, M. Manivannan

Technology has an important role to play in the field of Rehabilitation, improving patient outcomes and reducing healthcare costs. However, existing approaches lack clinical valida…

cs.LG2021★ 132 cited

OpenFL: An open-source framework for Federated Learning

G Anthony Reina, Alexey Gruzdev, Patrick Foley +15

Federated learning (FL) is a computational paradigm that enables organizations to collaborate on machine learning (ML) projects without sharing sensitive data, such as, patient rec…

cs.LG2021

OGGN: A Novel Generalized Oracle Guided Generative Architecture for Modelling Inverse Function of Artificial Neural Networks

Mohammad Aaftab, Mansi Sharma

This paper presents a novel Generative Neural Network Architecture for modelling the inverse function of an Artificial Neural Network (ANN) either completely or partially. Modellin…

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