Mohammad Azizmalayeri

19 papers A* 3A 1Misc 1Journal 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution Samples. CoRR Hossein Mirzaei, Mohammad Jafari, Hamid Reza Dehbashi, Ali Ansari, Sepehr Ghobadi, Masoud Hadi, Arshia Soltani Moakhar, Mohammad Azizmalayeri, Mahdieh Soleymani Baghshah, Mohammad Hossein Rohban
2025	J	`jnl`	Unmasking the chameleons: A benchmark for out-of-distribution detection in medical tabular data. Int. J. Medical Informatics Mohammad Azizmalayeri, Ameen Abu-Hanna, Giovanni Cinà
2024	A	`conf`	Mitigating Overconfidence in Out-of-Distribution Detection by Capturing Extreme Activations. UAI Mohammad Azizmalayeri, Ameen Abu-Hanna, Giovanni Cinà
2024	J	`jnl`	Mitigating Overconfidence in Out-of-Distribution Detection by Capturing Extreme Activations. CoRR Mohammad Azizmalayeri, Ameen Abu-Hanna, Giovanni Cinà
2024	A*	`conf`	RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution Samples. ICML Hossein Mirzaei, Mohammad Jafari, Hamid Reza Dehbashi, Ali Ansari, Sepehr Ghobadi, Masoud Hadi, Arshia Soltani Moakhar, Mohammad Azizmalayeri, Mahdieh Soleymani Baghshah, Mohammad Hossein Rohban
2024	A*	`conf`	Universal Novelty Detection Through Adaptive Contrastive Learning. CVPR Hossein Mirzaei, Mojtaba Nafez, Mohammad Jafari, Mohammad Bagher Soltani, Mohammad Azizmalayeri, Jafar Habibi, Mohammad Sabokrou, Mohammad Hossein Rohban
2024	J	`jnl`	Universal Novelty Detection Through Adaptive Contrastive Learning. CoRR Hossein Mirzaei, Mojtaba Nafez, Mohammad Jafari, Mohammad Bagher Soltani, Mohammad Azizmalayeri, Jafar Habibi, Mohammad Sabokrou, Mohammad Hossein Rohban
2023	Misc	`conf`	A Data-Centric Approach for Improving Adversarial Training Through the Lens of Out-of-Distribution Detection. CSICC Mohammad Azizmalayeri, Arman Zarei, Alireza Isavand, Mohammad Taghi Manzuri, Mohammad Hossein Rohban
2023	J	`jnl`	A Data-Centric Approach for Improving Adversarial Training Through the Lens of Out-of-Distribution Detection. CoRR Mohammad Azizmalayeri, Arman Zarei, Alireza Isavand, Mohammad Taghi Manzuri, Mohammad Hossein Rohban
2023	J	`jnl`	Blacksmith: Fast Adversarial Training of Vision Transformers via a Mixture of Single-step and Multi-step Methods. CoRR Mahdi Salmani, Alireza Dehghanpour Farashah, Mohammad Azizmalayeri, Mahdi Amiri, Navid Eslami, Mohammad Taghi Manzuri, Mohammad Hossein Rohban
2023	J	`jnl`	Lagrangian objective function leads to improved unforeseen attack generalization. Mach. Learn. Mohammad Azizmalayeri, Mohammad Hossein Rohban
2023	J	`jnl`	Seeking Next Layer Neurons' Attention for Error-Backpropagation-Like Training in a Multi-Agent Network Framework. CoRR Arshia Soltani Moakhar, Mohammad Azizmalayeri, Hossein Mirzaei, Mohammad Taghi Manzuri, Mohammad Hossein Rohban
2023	J	`jnl`	Spuriosity Rankings for Free: A Simple Framework for Last Layer Retraining Based on Object Detection. CoRR Mohammad Azizmalayeri, Reza Abbasi, Amir Hosein Haji Mohammad rezaie, Reihaneh Zohrabi, Mahdi Amiri, Mohammad Taghi Manzuri, Mohammad Hossein Rohban
2023	J	`jnl`	Unmasking the Chameleons: A Benchmark for Out-of-Distribution Detection in Medical Tabular Data. CoRR Mohammad Azizmalayeri, Ameen Abu-Hanna, Giovanni Ciná
2022	J	`jnl`	OOD Augmentation May Be at Odds with Open-Set Recognition. CoRR Mohammad Azizmalayeri, Mohammad Hossein Rohban
2022	J	`jnl`	PIAT: Physics Informed Adversarial Training for Solving Partial Differential Equations. CoRR Simin Shekarpaz, Mohammad Azizmalayeri, Mohammad Hossein Rohban
2022	A*	`conf`	Your Out-of-Distribution Detection Method is Not Robust! NeurIPS Mohammad Azizmalayeri, Arshia Soltani Moakhar, Arman Zarei, Reihaneh Zohrabi, Mohammad Taghi Manzuri, Mohammad Hossein Rohban
2022	J	`jnl`	Your Out-of-Distribution Detection Method is Not Robust! CoRR Mohammad Azizmalayeri, Arshia Soltani Moakhar, Arman Zarei, Reihaneh Zohrabi, Mohammad Taghi Manzuri, Mohammad Hossein Rohban
2021	J	`jnl`	Lagrangian Objective Function Leads to Improved Unforeseen Attack Generalization in Adversarial Training. CoRR Mohammad Azizmalayeri, Mohammad Hossein Rohban