Shruti Nagpal

Orcid: 0000-0002-0850-994X

According to our database1, Shruti Nagpal authored at least 35 papers between 2014 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Detox Loss: Fairness Constraints for Learning With Imbalanced Data.
IEEE Trans. Biom. Behav. Identity Sci., 2023

Ethical Considerations for Collecting Human-Centric Image Datasets.
CoRR, 2023

2022
Disguise Resilient Face Verification.
IEEE Trans. Circuits Syst. Video Technol., 2022

DeriveNet for (Very) Low Resolution Image Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

2021
Discriminative shared transform learning for sketch to image matching.
Pattern Recognit., 2021

Understanding Neural Responses to Face Verification of Cross-Domain Representations.
Proceedings of the International Joint Conference on Neural Networks, 2021

Enhancing Fine-Grained Classification for Low Resolution Images.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
Diversity Blocks for De-biasing Classification Models.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

Attribute Aware Filter-Drop for Bias-Invariant Classification.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

On the Robustness of Face Recognition Algorithms Against Attacks and Bias.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Are you eligible? Predicting adulthood from face images via Class Specific Mean Autoencoder.
Pattern Recognit. Lett., 2019

Deep Learning for Face Recognition: Pride or Prejudiced?
CoRR, 2019

Triplet Transform Learning for Automated Primate Face Recognition.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Dual Directed Capsule Network for Very Low Resolution Image Recognition.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

DroneSURF: Benchmark Dataset for Drone-based Face Recognition.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

FaceSurv: A Benchmark Video Dataset for Face Detection and Recognition Across Spectra and Resolutions.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Expression Classification in Children Using Mean Supervised Deep Boltzmann Machine.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Relative importance of CSF in ERP implementation strategy: a multi-participant AHP approach.
Int. J. Bus. Inf. Syst., 2018

Supervised COSMOS Autoencoder: Learning Beyond the Euclidean Loss!
CoRR, 2018

MagnifyMe: Aiding Cross Resolution Face Recognition via Identity Aware Synthesis.
CoRR, 2018

Identity Aware Synthesis for Cross Resolution Face Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Learning A Shared Transform Model for Skull to Digital Face Image Matching.
Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

2017
Modeling interrelationships between CSF in ERP implementations: total ISM and MICMAC approach.
Int. J. Syst. Assur. Eng. Manag., 2017

Region-specific fMRI dictionary for decoding face verification in humans.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Class representative autoencoder for low resolution multi-spectral gender classification.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Face Sketch Matching via Coupled Deep Transform Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Gender and ethnicity classification of Iris images using deep class-encoder.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

On matching skulls to digital face images: A preliminary approach.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Transfer Learning Based Evolutionary Algorithm for Composite Face Sketch Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Sketch Recognition: What Lies Ahead?
Image Vis. Comput., 2016

Cross-spectral cross-resolution video database for face recognition.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

2015
Regularized Deep Learning for Face Recognition With Weight Variations.
IEEE Access, 2015

Regularizing deep learning architecture for face recognition with weight variations.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

2014
Critical success factor utility based tool for ERP health assessment: a general framework.
Int. J. Syst. Assur. Eng. Manag., 2014

On Recognizing Face Images With Weight and Age Variations.
IEEE Access, 2014


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