Concepedia

Marcella Astrid

MA

13

Publications

363

Citations

12

H-Index

2017

Active since

Affiliations

Korea University of Science and Technology(Current)

Electronics and Telecommunications Research Institute

Mohamed bin Zayed University of Artificial Intelligence

Information Technology University

University of Luxembourg

Marcella Astrid is an author at Korea University of Science and Technology specializing in computer vision, pattern recognition, and engineering.

Top concepts

EngineeringComputer VisionComputer SciencePattern RecognitionData ScienceDeep LearningImage AnalysisMachine LearningMachine VisionAnomaly Detection

Publications per year

2017–2024

13

Publications

13

CP-decomposition with Tensor Power Method for Convolutional Neural Networks compression

Marcella Astrid, Seung‐Ik Lee · 2017 · 76 citations

SmoothMix: a Simple Yet Effective Data Augmentation to Train Robust Classifiers

Jin Ha Lee, Muhammad Zaigham Zaheer, Marcella Astrid et al. · 2020 · 47 citations

Convolutional Neural Network, Engineering, Machine Learning +19

LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection

Dat Nguyen, Nesryne Mejri, Inder Pal Singh et al. · 2024 · 39 citations · Full text

Clustering Aided Weakly Supervised Training to Detect Anomalous Events in Surveillance Videos

Muhammad Zaigham Zaheer, Arif Mahmood, Marcella Astrid et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 32 citations

Surveillance Videos, Multiple Instance Learning, Anomaly Detection +20

Old Is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm

Muhammad Zaigham Zaheer, Jinha Lee, Marcella Astrid et al. · 2020 · 25 citations · Full text

Artificial Intelligence, Anomaly Detection, Machine Learning +15

Rows per page

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