MSc student · Alumni
Mahdi Samiei, Arash Marioriyad, Arman Tahmasebi-Zadeh, Mohamadreza Fereydooni, Mahdi Ghaznavi, Mahdieh Soleymani Baghshah
Frames reasoning as generalization to problems whose solutions require greater representational or computational complexity than the training examples.
Transactions on Machine Learning Research (TMLR), 2026
Mohammad Mahdi Samiei, Mohamadreza Fereydooni, Yaser Javaherian, Mahdieh Soleymani Baghshah
Argues that System-2 behavior is best understood as generalization beyond the computational complexity represented in training examples.
Position paper, 2025
Mohammad Mozafari, Hosein Hasani, Reza Vahidimajd, Mohamadreza Fereydooni, Mahdieh Soleymani Baghshah
Uses confidence-aware query labeling at test time to improve the accuracy and adaptability of three-dimensional few-shot segmentation.
IEEE Access, 2025
