Publications

To view all publications, visit Dr. Hosseini's Google Scholar

AdaFisher: Adaptive Second Order Optimization via Fisher Information
AdaFisher: Adaptive Second Order Optimization via Fisher Information

Damien Martins Gomes, Yanlei Zhang, Eugene Belilovsky, Guy Wolf, Mahdi S Hosseini
arXiv 2024
[PDF] [Code]

Vim4Path: Self-Supervised Vision Mamba for Histopathology Images
Vim4Path: Self-Supervised Vision Mamba for Histopathology Images

Ali Nasiri-Sarvi, Vincent Quoc-Huy Trinh, Hassan Rivaz, Mahdi S. Hosseini
Computer Vision and Pattern Recognition (CVPR2024)
[PDF] [Code]

Computational Pathology A Survey Review and The Way Forward
Computational Pathology A Survey Review and The Way Forward

Mahdi S. Hosseini, Babak Ehteshami Bejnordi, Vincent Quoc-Huy Trinh, Danial Hasan, Xingwen Li, Taehyo Kim, Haochen Zhang, Theodore Wu, Kajanan Chinniah, Sina Maghsoudlou, Ryan Zhang, Stephen Yang, Jiadai Zhu, Lyndon Chan, Samir Khaki, Andrei Buin, Fatemeh Chaji, Ala Salehi, Bich Ngoc Nguyen, Dimitris Samaras, Konstantinos N. Plataniotis
Elsevier Journal of Pathology Informatics
[PDF] [Code]

End-to-End Supervised Multilabel Contrastive Learning
End-to-End Supervised Multilabel Contrastive Learning

Ahmad Sajedi, Samir Khaki, Konstantinos N. Plataniotis, Mahdi S. Hosseini
arXiv 2023
[PDF] [Code]

Pseudo-inverted bottleneck convolution for darts search space
Pseudo-inverted bottleneck convolution for darts search space

Arash Ahmadian, Yue Fei, Louis S.P. Liu, Konstantinos N. Plataniotis, and Mahdi S. Hosseini
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
[PDF] [Code]

Exploiting Explainable Metrics for Augmented SGD
Exploiting Explainable Metrics for Augmented SGD

Mahdi S. Hosseini, Mathieu Tuli and Konstantinos N. Plataniotis.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2022)
[PDF] [Code]

HistoKT: Cross Knowledge Transfer in Computational Pathology
HistoKT: Cross Knowledge Transfer in Computational Pathology

Ryan Zhang, Jiadai Zhu, Stephen Yang, Mahdi S. Hosseini, Angelo Genovese, Lina Chen, Corwyn Rowsell, Savvas Damaskinos, Sonal Varma, Konstantinos N. Plataniotis
IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP)
[PDF] [Code]

Towards Robust and Automatic Hyper-Parameter Tunning
Towards Robust and Automatic Hyper-Parameter Tunning

Mathieu Tuli, Mahdi S. Hosseini, and Konstantinos N. Plataniotis.
NeurIPS-OPT2021: 13th Annual Workshop on Optimization for Machine Learning
[PDF] [Code]