Hossein Mirzaei
7 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Keywords
out-of-distribution detection
(3)
model security
(2)
novelty detection
(2)
adversarial learning
(1)
adversarial robustness
(1)
anomaly detection
(1)
embedding space
(1)
adversarial machine learning
(1)
adversarial training
(1)
outlier detection
(1)
distribution shift
(1)
adversarial setting
(1)
backdoor attack
(1)
adversarial attack
(1)
generative model
(1)
diffusion model
(1)
neural ordinary differential equation
(1)
adversarial perturbation
(1)
synthetic data
(1)
text-to-image model
(1)
Papers
Adversarially Robust Anomaly Detection through Spurious Negative Pair Mitigation
ICLR 2025
Adversarially Robust Out-of-Distribution Detection Using Lyapunov-Stabilized Embeddings
ICLR 2025
DISTIL: Data-Free Inversion of Suspicious Trojan Inputs via Latent Diffusion
ICCV 2025
RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution Samples
ICML 2024
Scanning Trojaned Models Using Out-of-Distribution Samples
NeurIPS 2024
Universal Novelty Detection Through Adaptive Contrastive Learning
CVPR 2024
Fake It Until You Make It : Towards Accurate Near-Distribution Novelty Detection
ICLR 2023