Astrid, Marcella

7 publications

ICCV 2025 Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Dat Nguyen, Marcella Astrid, Anis Kacem, Enjie Ghorbel, Djamila Aouada

ICLRW 2024 Constricting Normal Latent Space for Anomaly Detection with Normal-Only Training Data Marcella Astrid, Muhammad Zaigham Zaheer, Seung-Ik Lee

CVPR 2024 LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection Dat Nguyen, Nesryne Mejri, Inder Pal Singh, Polina Kuleshova, Marcella Astrid, Anis Kacem, Enjie Ghorbel, Djamila Aouada

ICCVW 2021 An Anomaly Detection System via Moving Surveillance Robots with Human Collaboration Muhammad Zaigham Zaheer, Arif Mahmood, Muhammad Haris Khan, Marcella Astrid, Seung-Ik Lee

ICCVW 2021 Synthetic Temporal Anomaly Guided End-to-End Video Anomaly Detection Marcella Astrid, Muhammad Zaigham Zaheer, Seung-Ik Lee

ECCV 2020 CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection Muhammad Zaigham Zaheer, Arif Mahmood, Marcella Astrid, Seung-Ik Lee

CVPRW 2020 SmoothMix: A Simple yet Effective Data Augmentation to Train Robust Classifiers Jin-Ha Lee, Muhammad Zaigham Zaheer, Marcella Astrid, Seung-Ik Lee