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Shruti Jadon
Shruti Jadon
ML Generalist | Brown University | UMass Amherst
Verified email at meta.com - Homepage
Title
Cited by
Cited by
Year
[Conference] A survey of loss functions for semantic segmentation
S Jadon
2020 IEEE International Conference on Computational Intelligence in …, 2020
1032*2020
[Book Chapter] Improving siamese networks for one shot learning using kernel based activation functions
S Jadon, AA Srinivasan
Data Management, Analytics and Innovation Proceedings of ICDMAI 2020 2, 359-366, 2019
94*2019
[Conference] Unsupervised Video summarization using keyframe extraction and video skimming
S Jadon, M Jasim
2020 5th IEEE International Conference on Computing,Communication and Automation, 2019
70*2019
[Conference] COVID-19 detection from scarce chest x-ray image data using few-shot deep learning approach
S Jadon
Medical Imaging 2021: Imaging Informatics for Healthcare, Research, and …, 2021
55*2021
[Preprint] An Overview of Deep Learning Architectures in Few-Shot Learning Domain
S Jadon
arxiv preprint arXiv:2008.06365, 2020
55*2020
[Tech. Article] Introduction to different activation functions for deep learning
S Jadon
Medium, Augmenting Humanity 16, 2018
462018
[Preprint] A Comprehensive Survey of Regression Based Loss Functions for Time Series Forecasting
A Jadon, A Patil, S Jadon
arXiv preprint arXiv:2211.02989, 2022
352022
[Conference] A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial
S Jadon, OP Leary, I Pan, TJ Harder, DW Wright, LH Merck, DL Merck
Medical Imaging 2020: Imaging Informatics for Healthcare, Research, and …, 2020
29*2020
[Conference] Schema Matching using Machine Learning
T Sahay, A Mehta, S Jadon
2020 7th International Conference on Signal Processing and Integrated …, 2020
282020
[Conference] SSM-Net for Plants Disease Identification in LowData Regime
S Jadon
2020 IEEE / ITU International Conference on Artificial Intelligence for Good …, 2020
222020
[Conference] Challenges and Approaches to Time-Series Forecasting for Traffic Prediction at Data Centers
S Jadon, A Patankar, JK Milczek
2021 International Conference on Smart Applications, Communications and …, 2021
15*2021
[Book] Hands-On One-shot Learning with Python
S Jadon, A Garg
Packt Publishing, 2020
112020
[Patent] Machine learning pipeline for predictions regarding a network
S Jadon, MC Dhamaraj, A Kar, HN Chitalia
US Patent App. 16/920,113, 2022
10*2022
[Journal] SemSegLoss: A python package of loss functions for semantic segmentation
S Jadon
Software Impacts, Elsevier, 100078, 2021
8*2021
[Patent] Intent-based telemetry collection service
GD Vanjare, S Jadon, T Banka, VKT Kommarthi, A Ghotikar, HN Chitalia, ...
US Patent App. 16/947,930, 2022
7*2022
[Journal] Military Simulator-A Case Study of Behaviour Tree and Unity based architecture
S Jadon, A Singhal, S Dawn
© 2014 by International Journal of Computer Applications(IJCA) Journal 88, 2014
4*2014
[Conference] MetaForecast: Harnessing Model-Agnostic Meta-Learning Approach to Predict Key Metrics of Interconnected Network Topologies
S Jadon
2023 IEEE International Conference on Industry 4.0, Artificial Intelligence …, 2023
3*2023
[Tech. Article] Architecture Classification for Indian Monuments
T Sahay, A Mehta, S Jadon
Technical report, University of Massachusetts Amherst, 2016
3*2016
[Patent] Utilizing an ensemble-based machine learning model architecture for long term forecasting of data
S Jadon, AK Patankar
US Patent App. 17/806,550, 2024
2024
[Patent] Hierarchical Multi-model Generation in Network and Cloud Computing Systems
S Jadon
US Patent App. 17/663,464, 2023
2023
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