Concepedia

Pramuditha Perera

PP

20

Publications

1.2K

Citations

13

H-Index

2014

Active since

Affiliations

Johns Hopkins University(Current)

Rutgers, The State University of New Jersey

University of Peradeniya

Hong Kong Baptist University

Pramuditha Perera is an author at Johns Hopkins University specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData SciencePattern RecognitionMachine LearningBiometricsData SecurityImage AnalysisInformation SecurityDeep Learning

Publications per year

2014–2024

20

Publications

20

OCGAN: One-Class Novelty Detection Using GANs With Constrained Latent Representations

Pramuditha Perera, Ramesh Nallapati, Bing Xiang · 2019 · 550 citations

Artificial Intelligence, Anomaly Detection, Machine Learning +17

Generative-Discriminative Feature Representations for Open-Set Recognition

Pramuditha Perera, Vlad I. Morariu, Rajiv Jain et al. · 2020 · 195 citations

Few-shot Learning, Generative-discriminative Feature Representations, Engineering +18

One-Class Classification: A Survey

Pramuditha Perera, Poojan Oza, Vishal M. Patel · arXiv (Cornell University) · 2021 · 99 citations · Full text

Biometrics Communities, Multiple Instance Learning, Engineering +24

OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations

Pramuditha Perera, Ramesh Nallapati, Bing Xiang · arXiv (Cornell University) · 2019 · 56 citations · Full text

Artificial Intelligence, Anomaly Detection, Machine Learning +17

Face-Based Multiple User Active Authentication on Mobile Devices

Pramuditha Perera, Vishal M. Patel · IEEE Transactions on Information Forensics and Security · 2018 · 47 citations

Engineering, Machine Learning, Biometric Privacy +20

Rows per page

1–5 of 20