Author

Avantika Singh

Observed name: Singh, Avantika

Institutions: Johns Hopkins University, International Institute of Information Technology

Observed institutions: Johns Hopkins University, Amity University, ICAR-National Bureau Of Plant Genetic Resources, Amity University, Institute of Microbial Technology, International Institute of Information Technology, Graphic Era University, Geological Survey of India, Council of Scientific and Industrial Research, Indian Institute of Technology Delhi, Texas A&M University, Indian Institute of Technology Mandi

ORCID: 0000-0002-2606-5959

Observed ORCID: 0000-0002-2606-5959

OpenAlex ID: A5101499634

Learning to hash: a comprehensive survey of deep learning-based hashing methods

2022 · Avantika Singh, Shaifu Gupta · Knowledge and Information Systems · 49

GHCLNet: A generalized hierarchically tuned contact lens detection network

2018 · Avantika Singh, Vishesh Mistry, et al. · IEEE International Conference on Identity, Security and Behavior Analysis (ISBA) · 18

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A generic framework for deep incremental cancelable template generation

2021 · Avantika Singh, Chirag Vashist, et al. · Neurocomputing · 17

Cancelable Iris template generation by aggregating patch level ordinal relations with its holistically extended performance and security analysis

2020 · Avantika Singh, Ashish Arora, et al. · Image and Vision Computing · 14

FKPIndexNet: An efficient learning framework for finger-knuckle-print database indexing to boost identification

2021 · Geetika Arora, Avantika Singh, et al. · Knowledge-Based Systems · 12

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Reinforcement learning in robotic systems : A review on sim-to-real transfer

2026 · Rajesh Tiwari, Shailesh Khapre, et al. · Robotics and Autonomous Systems · 11

Identification of small molecules targeting homoserine acetyl transferase from Mycobacterium tuberculosis and Staphylococcus aureus

2022 · Deepika Chaudhary, Avantika Singh, et al. · Scientific Reports · 10

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IHashNet: Iris Hashing Network based on efficient multi-index hashing

2020 · Avantika Singh, Pratyush Gaurav, et al. · IEEE International Joint Conference on Biometrics (IJCB) · 8

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Cancelable Knuckle Template Generation Based on LBP-CNN

2019 · Avantika Singh, Shreya Hasmukh Patel, et al. · Lecture notes in computer science · 7

Comprehensive survey on cancelable biometrics with novel case study on finger dorsal template protection

2020 · Avantika Singh, Ashish Arora, et al. · Journal of Banking and Financial Technology · 6

RETRACTED ARTICLE: Effect of identity mapping, transfer learning and domain knowledge on the robustness and generalization ability of a network: a biometric based case study

2019 · Avantika Singh, Aditya Nigam · Journal of Ambient Intelligence and Humanized Computing · 6

Analysis of the wnt1 regulatory chromosomal landscape

2019 · Arne C. Lekven, Craig J. Lilie, et al. · Development Genes and Evolution · 6

FDFNet: A Secure Cancelable Deep Finger Dorsal Template Generation Network Secured via. Bio-Hashing

2019 · Avantika Singh, Ashish Arora, et al. · IEEE International Conference on Identity, Security and Behavior Analysis (ISBA) · 6

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FDSNet: Finger dorsal image spoof detection network using light field camera

2019 · Avantika Singh, Gaurav Jaswal, et al. · IEEE International Conference on Identity, Security and Behavior Analysis (ISBA) · 6

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Driver Profiling and Identification Based on Time Series Analysis

2024 · Avantika Singh, Vipulesh Tiwari, et al. · International Journal of Intelligent Transportation Systems Research · 3

Relationship of Stress and Job Satisfaction: A Comparative Study of Male & Female of Dual Career Teacher Couples of India

2012 · Tripti Singh, Avantika Singh, et al. · SSRN Electronic Journal · 3

Cancelable Biometrics for Template Protection

2021 · Avantika Singh, Gaurav Jaswal, et al. · CRC Press eBooks · 2

Non Contact Stress Assessment Based on Deep Tabular Method

2025 · . Urmila, Avantika Singh · International Conference on Pattern Recognition Applications and Methods · 1

Extensive Feature Analysis and Baseline Model for Stance Detection Task

2021 · Kumar Shaswat, Avantika Singh, et al. · Lecture notes in networks and systems · 1

Role of palmitoylation and nitration in modification of large number of proteins associated with drought stress in plants

2016 · Garima Vats, Monendra Grover, et al. · Agrica · 1

Role of Spouse Support in Job Satisfaction: A Comparative Study of Dual Career Teachers

2014 · Avantika Singh · Asian Journal of Research in Social Sciences and Humanities · 1

Sumoylation May Play an Important Role in Modification of Large Number of Proteins Associated with Heat Stress in Plants

2013 · Avantika Singh, Garima Vats, et al. · Proceedings of the National Academy of Sciences India Section B Biological Sciences · 1

Harnessing Disagreement: Detecting Correlated Agreement Blindness in Multi-agent Triage

2026 · Shay Seiya McDonnell, Avantika Singh, et al. · Lecture notes in computer science

Not All Attacks Are Learned Equally in Speech Deepfake Detection

2026 · Singh, Avantika, Mahapatra, Aurosweta, et al. · arXiv (Cornell University)

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Legged locomotion Control for Low-cost Quadruped Robots Using reinforcement learning

2026 · Rajesh Tiwari, Shailesh Khapre, et al. · International Symposium on Automation and Robotics in Construction (ISARC)

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Works count: 35

Citation count: 189

H-index: 8

I10-index: 7