Stefan Smeu

4 papers · 2025–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

CVPR (2) WACV (2)

Top co-authors

Dan Oneata (3) Elisabeta Oneata (3) Dragos-Alexandru Boldisor (2) Elena Burceanu (1) Emanuela Haller (1) Andrei Liviu Nicolicioiu (1)

Research topics

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

Keywords

representation learning (3) deepfake detection (2) self-supervised learning (2) novelty detection (1) out-of-distribution detection (1) spurious correlation (1) dataset bia (1) self-supervised representation (1) image manipulation (1) feature ranking (1) unsupervised learning (1) audio-visual deepfake detection (1) multimodal learning (1) cross-modal learning (1)

Papers

Investigating Self-Supervised Representations for Audio-Visual Deepfake Detection CVPR 2026 Circumventing Shortcuts in Audio-visual Deepfake Detection Datasets with Unsupervised Learning CVPR 2025 DeCLIP: Decoding CLIP Representations for Deepfake Localization WACV 2025 Robust Novelty Detection through Style-Conscious Feature Ranking WACV 2025