Mojtaba Nafez

4 papers · 2024–2025 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

CVPR (2) ICLR (1) NeurIPS (1)

Top co-authors

Mohammad Hossein Rohban (4) Jafar Habibi (4) Hossein Mirzaei (3) Mohammad Sabokrou (3) Arad Maleki (2) Mohammad Jafari (1) Moein Madadi (1) Zeinab Sadat Taghavi (1) Amirhossein Koochakian (1) Kian Shamsaie (1)

Research topics

Artificial Intelligence (3) Core AI (3) Deep Learning (2) Machine Learning (2) Learning Types · Machine Learning (2) Computer Vision (1) Analysis (1) Architectures (1) Core Methods (1) Learning Types · Deep Learning (1)

Keywords

out-of-distribution detection (2) adversarial training (2) anomaly detection (2) adversarial robustness (1) model security (1) adversarial machine learning (1) novelty detection (1) distribution shift (1) adversarial attack (1) contrastive loss (1) backdoor detection (1) pseudo anomaly (1) negative pair (1) unsupervised learning (1) trojan scanning (1) contrastive learning (1) vision transformer (1)

Papers

Adversarially Robust Anomaly Detection through Spurious Negative Pair Mitigation ICLR 2025 PatchGuard: Adversarially Robust Anomaly Detection and Localization through Vision Transformers and Pseudo Anomalies CVPR 2025 Scanning Trojaned Models Using Out-of-Distribution Samples NeurIPS 2024 Universal Novelty Detection Through Adaptive Contrastive Learning CVPR 2024