Mohammad Azizmalayeri

4 papers · 2022–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 📈 Trend Setter

Venues

CVPR (1) ICML (1) NeurIPS (1) UAI (1)

Top co-authors

Mohammad Hossein Rohban (3) Hossein Mirzaei (2) Mohammad Jafari (2) Arshia Soltani Moakhar (2) Jafar Habibi (1) Mohammad Sabokrou (1) Mojtaba Nafez (1) Masoud Hadi (1) Ali Ansari (1) Mohammad Manzuri (1)

Research topics

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

Keywords

out-of-distribution detection (3) contrastive learning (1) uncertainty quantification (1) adversarial training (1) outlier detection (1) novelty detection (1) distribution shift (1) adversarial setting (1) adversarial attack (1) text-to-image model (1) adversarial example (1) neural network (1) adversarially trained discriminator (1) extreme activation (1) diverse outliers (1) near-distribution outliers (1) unsupervised learning (1) synthesized outliers (1)

Papers

Mitigating Overconfidence in Out-of-Distribution Detection by Capturing Extreme Activations UAI 2024 RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution Samples ICML 2024 Universal Novelty Detection Through Adaptive Contrastive Learning CVPR 2024 Your Out-of-Distribution Detection Method is Not Robust! NeurIPS 2022