Hosseini, Mahdi S.

12 publications

TMLR 2026 SPARC: Concept-Aligned Sparse Autoencoders for Cross-Model and Cross-Modal Interpretability Ali Nasiri-Sarvi, Hassan Rivaz, Mahdi S. Hosseini

CVPR 2025 2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification Jingwei Zhang, Anh Tien Nguyen, Xi Han, Vincent Quoc-Huy Trinh, Hong Qin, Dimitris Samaras, Mahdi S. Hosseini

ICLR 2025 AdaFisher: Adaptive Second Order Optimization via Fisher Information Damien MARTINS Gomes, Yanlei Zhang, Eugene Belilovsky, Guy Wolf, Mahdi S. Hosseini

TMLR 2025 LBMamba: Locally Bi-Directional Mamba Jingwei Zhang, Xi Han, Hong Qin, Mahdi S. Hosseini, Dimitris Samaras

CVPRW 2024 Vim4Path: Self-Supervised Vision Mamba for Histopathology Images Ali Nasiri-Sarvi, Vincent Quoc-Huy Trinh, Hassan Rivaz, Mahdi S. Hosseini

CVPR 2022 Exploiting Explainable Metrics for Augmented SGD Mahdi S. Hosseini, Mathieu Tuli, Konstantinos N. Plataniotis

ICCVW 2021 CONet: Channel Optimization for Convolutional Neural Networks Mahdi S. Hosseini, Jia Shu Zhang, Zhe Liu, Andre Fu, Jingxuan Su, Mathieu Tuli, Konstantinos N. Plataniotis

ICCVW 2021 Probeable DARTS with Application to Computational Pathology Sheyang Tang, Mahdi S. Hosseini, Lina Chen, Sonal Varma, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis, Zhou Wang

CVPRW 2021 Reconsidering CO2 Emissions from Computer Vision Andre Fu, Mahdi S. Hosseini, Konstantinos N. Plataniotis

ECCV 2020 On Transferability of Histological Tissue Labels in Computational Pathology Mahdi S. Hosseini, Lyndon Chan, Weimin Huang, Yichen Wang, Danial Hasan, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis

CVPR 2019 Atlas of Digital Pathology: A Generalized Hierarchical Histological Tissue Type-Annotated Database for Deep Learning Mahdi S. Hosseini, Lyndon Chan, Gabriel Tse, Michael Tang, Jun Deng, Sajad Norouzi, Corwyn Rowsell, Konstantinos N. Plataniotis, Savvas Damaskinos

ICCV 2019 HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images Lyndon Chan, Mahdi S. Hosseini, Corwyn Rowsell, Konstantinos N. Plataniotis, Savvas Damaskinos