Env-Aware Anomaly Detection: Ignore Style Changes, Stay True to Content! - Stefan Smeu; Elena Burceanu; Andrei Liviu Nicolicioiu; Emanuela Haller (CoRR, 2022)

Stylist: Style-Driven Feature Ranking for Robust Novelty Detection. - Stefan Smeu; Elena Burceanu; Emanuela Haller; Andrei Liviu Nicolicioiu (CoRR, 2023)

Circumventing Shortcuts in Audio-visual Deepfake Detection Datasets with Unsupervised Learning. - Stefan Smeu; Dragos-Alexandru Boldisor; Dan Oneata; Elisabeta Oneata (CVPR, 2025)

Robust Novelty Detection Through Style-Conscious Feature Ranking. - Stefan Smeu; Elena Burceanu; Emanuela Haller; Andrei Liviu Nicolicioiu (WACV, 2025)

DeCLIP: Decoding CLIP Representations for Deepfake Localization. - Stefan Smeu; Elisabeta Oneata; Dan Oneata (WACV, 2025)