Marcella Astrid

4 papers · 2020–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

CVPR (2) ECCV (1) ICCV (1)

Top co-authors

Seung-Ik Lee (2) Dat Nguyen (2) Djamila Aouada (2) Enjie Ghorbel (2) Anis Kacem (2) Muhammad Zaigham Zaheer (2) Polina Kuleshova (1) Inder Pal Singh (1) Arif Mahmood (1) Nesryne Mejri (1)

Research topics

Computer Vision (3) Machine Learning (3) Analysis (3) Deep Learning (2) Core Methods (2) Learning Types · Deep Learning (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Application Areas (1) Core AI (1) Processing (1) Techniques (1)

Keywords

multi-task learning (2) anomaly detection (2) deepfake detection (2) attention mechanism (1) video anomaly detection (1) spatio-temporal modeling (1) video analysis (1) novelty detection (1) artifact detection (1) generative model (1) spatio-temporal learning (1) generative adversarial network (1) reconstruction loss (1) one-class classification (1) feature pyramid (1) adversarial learning (1) artifact attention (1) domain generalization (1) video synthesis (1)

Papers

Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection ICCV 2025 LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection CVPR 2024 CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection ECCV 2020 Old Is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm CVPR 2020