Concepedia

Shruti Jadon

SJ

7

Publications

266

Citations

7

H-Index

2020

Active since

Affiliations

University of Massachusetts Amherst(Current)

Shruti Jadon is an author at University of Massachusetts Amherst specializing in engineering, machine learning, and deep learning.

Top concepts

EngineeringDeep LearningMachine LearningData ScienceMachine VisionComputer VisionComputer ScienceNatural Language ProcessingImage AnalysisFew-shot Learning

Publications per year

2020–2022

7

Publications

7

Unsupervised video summarization framework using keyframe extraction and video skimming

Shruti Jadon, Mahmood Jasim · 2020 · 71 citations · Full text

Natural Language Processing, Video Summarization Framework, Image Analysis +15

COVID-19 detection from scarce chest x-ray image data using few-shot deep learning approach

Shruti Jadon · 2021 · 46 citations · Full text

A Comprehensive Survey of Regression Based Loss Functions for Time Series Forecasting

Aryan Jadon, Avinash Patil, Shruti Jadon · arXiv (Cornell University) · 2022 · 43 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +19

An Overview of Deep Learning Architectures in Few-Shot Learning Domain

Shruti Jadon, Aryan Jadon · arXiv (Cornell University) · 2020 · 41 citations · Full text

Artificial Intelligence, Few-shot Learning, Convolutional Neural Network +16

A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial

Shruti Jadon, Owen P. Leary, Ian Pan et al. · 2020 · 25 citations · Full text

Computed Tomography, Traumatic Brain Injury, Medical Image Segmentation +27

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