Mohammad Azizmalayeri

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Multilayer Perceptron Neural Network

Prize Collecting

Detection Method

Top Venues

Publications

Mohammad Azizmalayeri, Ameen Abu-Hanna, Giovanni Cinà
Mitigating Overconfidence in Out-of-Distribution Detection by Capturing Extreme Activations. CoRR (2024)
Arshia Soltani Moakhar, Mohammad Azizmalayeri, Hossein Mirzaei, Mohammad Taghi Manzuri, Mohammad Hossein Rohban
Seeking Next Layer Neurons' Attention for Error-Backpropagation-Like Training in a Multi-Agent Network Framework. CoRR (2023)
Mohammad Azizmalayeri, Ameen Abu-Hanna, Giovanni Ciná
Unmasking the Chameleons: A Benchmark for Out-of-Distribution Detection in Medical Tabular Data. CoRR (2023)
Mohammad Azizmalayeri, Arman Zarei, Alireza Isavand, Mohammad Taghi Manzuri, Mohammad Hossein Rohban
A Data-Centric Approach for Improving Adversarial Training Through the Lens of Out-of-Distribution Detection. CSICC (2023)
Mahdi Salmani, Alireza Dehghanpour Farashah, Mohammad Azizmalayeri, Mahdi Amiri, Navid Eslami, Mohammad Taghi Manzuri, Mohammad Hossein Rohban
Blacksmith: Fast Adversarial Training of Vision Transformers via a Mixture of Single-step and Multi-step Methods. CoRR (2023)
Mohammad Azizmalayeri, Arman Zarei, Alireza Isavand, Mohammad Taghi Manzuri, Mohammad Hossein Rohban
A Data-Centric Approach for Improving Adversarial Training Through the Lens of Out-of-Distribution Detection. CoRR (2023)
Mohammad Azizmalayeri, Reza Abbasi, Amir Hosein Haji Mohammad rezaie, Reihaneh Zohrabi, Mahdi Amiri, Mohammad Taghi Manzuri, Mohammad Hossein Rohban
Spuriosity Rankings for Free: A Simple Framework for Last Layer Retraining Based on Object Detection. CoRR (2023)
Mohammad Azizmalayeri, Mohammad Hossein Rohban
Lagrangian objective function leads to improved unforeseen attack generalization. Mach. Learn. 112 (8) (2023)
Mohammad Azizmalayeri, Arshia Soltani Moakhar, Arman Zarei, Reihaneh Zohrabi, Mohammad Taghi Manzuri, Mohammad Hossein Rohban
Your Out-of-Distribution Detection Method is Not Robust! CoRR (2022)
Mohammad Azizmalayeri, Arshia Soltani Moakhar, Arman Zarei, Reihaneh Zohrabi, Mohammad Taghi Manzuri, Mohammad Hossein Rohban
Your Out-of-Distribution Detection Method is Not Robust! NeurIPS (2022)
Mohammad Azizmalayeri, Mohammad Hossein Rohban
OOD Augmentation May Be at Odds with Open-Set Recognition. CoRR (2022)
Simin Shekarpaz, Mohammad Azizmalayeri, Mohammad Hossein Rohban
PIAT: Physics Informed Adversarial Training for Solving Partial Differential Equations. CoRR (2022)
Mohammad Azizmalayeri, Mohammad Hossein Rohban
Lagrangian Objective Function Leads to Improved Unforeseen Attack Generalization in Adversarial Training. CoRR (2021)