Marcella Astrid
Helmholtz AI
At the tracked venues
6 conference papers
2 as first author
0 as last author
4 as co-author
1 journal paper
0 as first author
0 as last author
1 as co-author
8 committee roles
Across all venues
2,192 citations
18 h-index
Google Scholar · Sep 2026
49 publications
DBLP · all venues
Recent activity
Publications 7
2025
- ICCV Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection Dat Nguyen, Marcella Astrid, Anis Kacem, Enjie Ghorbel, Djamila Aouada
2024
- BMVC Detecting Audio-Visual Deepfakes with Fine-Grained Inconsistencies First author Marcella Astrid, Enjie Ghorbel, Djamila Aouada
- CVPR 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
2022
- TIP Stabilizing Adversarially Learned One-Class Novelty Detection Using Pseudo Anomalies Muhammad Zaigham Zaheer, Jin Ha Lee, Arif Mahmood, Marcella Astrid, Seung-Ik Lee
2021
- BMVC Learning Not to Reconstruct Anomalies First author Marcella Astrid, Muhammad Zaigham Zaheer, Jae-Yeong Lee, Seung-Ik Lee
2020
- CVPR Old Is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm Muhammad Zaigham Zaheer, Jin-Ha Lee, Marcella Astrid, Seung-Ik Lee
- ECCV CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection Muhammad Zaigham Zaheer, Arif Mahmood, Marcella Astrid, Seung-Ik Lee