Mahdi S. Hosseini

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 43

Top Topics

Semantic Segmentation

Histopathology Images

Total Variation

Top Venues

IEEE Trans. Image Process.

Publications

Ali Nasiri-Sarvi, Mahdi S. Hosseini, Hassan Rivaz
Vision Mamba for Classification of Breast Ultrasound Images. CoRR (2024)
Damien Martins Gomes, Yanlei Zhang, Eugene Belilovsky, Guy Wolf, Mahdi S. Hosseini
AdaFisher: Adaptive Second Order Optimization via Fisher Information. CoRR (2024)
Ali Nasiri-Sarvi, Vincent Quoc-Huy Trinh, Hassan Rivaz, Mahdi S. Hosseini
Vim4Path: Self-Supervised Vision Mamba for Histopathology Images. CoRR (2024)
Ahmad Sajedi, Samir Khaki, Konstantinos N. Plataniotis, Mahdi S. Hosseini
End-to-End Supervised Multilabel Contrastive Learning. CoRR (2023)
Arash Ahmadian, Louis S. P. Liu, Yue Fei, Konstantinos N. Plataniotis, Mahdi S. Hosseini
Pseudo-Inverted Bottleneck Convolution for Darts Search Space. ICASSP (2023)
Arash Ahmadian, Yue Fei, Louis S. P. Liu, Konstantinos N. Plataniotis, Mahdi S. Hosseini
Pseudo-Inverted Bottleneck Convolution for DARTS Search Space. CoRR (2023)
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, Alejandra Zambrano Luna, Bich Ngoc Nguyen, Dimitris Samaras, Konstantinos N. Plataniotis
Computational Pathology: A Survey Review and The Way Forward. CoRR (2023)
Ryan Zhang, Jiadai Zhu, Stephen Yang, Mahdi S. Hosseini, Angelo Genovese, Lina Chen, Corwyn Rowsell, Savvas Damaskinos, Sonal Varma, Konstantinos N. Plataniotis
Histokt: Cross Knowledge Transfer in Computational Pathology. ICASSP (2022)
Ryan Zhang, Jiadai Zhu, Stephen Yang, Mahdi S. Hosseini, Angelo Genovese, Lina Chen, Corwyn Rowsell, Savvas Damaskinos, Sonal Varma, Konstantinos N. Plataniotis
HistoKT: Cross Knowledge Transfer in Computational Pathology. CoRR (2022)
Mahdi S. Hosseini, Mathieu Tuli, Konstantinos N. Plataniotis
Exploiting Explainable Metrics for Augmented SGD. CoRR (2022)
Mahdi S. Hosseini, Mathieu Tuli, Konstantinos N. Plataniotis
Exploiting Explainable Metrics for Augmented SGD. CVPR (2022)
Sheyang Tang, Mahdi S. Hosseini, Lina Chen, Sonal Varma, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis, Zhou Wang
Probeable DARTS with Application to Computational Pathology. CoRR (2021)
Yi Ru Wang, Samir Khaki, Weihang Zheng, Mahdi S. Hosseini, Konstantinos N. Plataniotis
CONetV2: Efficient Auto-Channel Size Optimization for CNNs. ICMLA (2021)
Mahdi S. Hosseini, Jia Shu Zhang, Zhe Liu, Andre Fu, Jingxuan Su, Mathieu Tuli, Konstantinos N. Plataniotis
CONet: Channel Optimization for Convolutional Neural Networks. ICCVW (2021)
Angelo Genovese, Mahdi S. Hosseini, Vincenzo Piuri, Konstantinos N. Plataniotis, Fabio Scotti
Acute Lymphoblastic Leukemia Detection Based on Adaptive Unsharpening and Deep Learning. ICASSP (2021)
Sheyang Tang, Mahdi S. Hosseini, Lina Chen, Sonal Varma, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis, Zhou Wang
Probeable DARTS with Application to Computational Pathology. ICCVW (2021)
Jonathan Jaegerman, Khalil Damouni, Mahdi S. Hosseini, Konstantinos N. Plataniotis
In Search of Probeable Generalization Measures. CoRR (2021)
Andre Fu, Mahdi S. Hosseini, Konstantinos N. Plataniotis
Reconsidering CO2 Emissions From Computer Vision. CVPR Workshops (2021)
Andre Fu, Justin Tran, Andy Xie, Jonathan Spraggett, Elisa Ding, Chang Won Lee, Kanav Singla, Mahdi S. Hosseini, Konstantinos N. Plataniotis
NoFADE: Analyzing Diminishing Returns on CO2 Investment. CoRR (2021)
Andre Fu, Elisa Ding, Mahdi S. Hosseini, Konstantinos N. Plataniotis
P4AI: Approaching AI Ethics through Principlism. CoRR (2021)
Mathieu Tuli, Mahdi S. Hosseini, Konstantinos N. Plataniotis
Towards Robust and Automatic Hyper-Parameter Tunning. CoRR (2021)
Angelo Genovese, Mahdi S. Hosseini, Vincenzo Piuri, Konstantinos N. Plataniotis, Fabio Scotti
Histopathological Transfer Learning for Acute Lymphoblastic Leukemia Detection. CIVEMSA (2021)
Lyndon Chan, Mahdi S. Hosseini, Konstantinos N. Plataniotis
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains. Int. J. Comput. Vis. 129 (2) (2021)
Yi Ru Wang, Samir Khaki, Weihang Zheng, Mahdi S. Hosseini, Konstantinos N. Plataniotis
CONetV2: Efficient Auto-Channel Size Optimization for CNNs. CoRR (2021)
Jonathan Jaegerman, Khalil Damouni, Mahdi S. Hosseini, Konstantinos N. Plataniotis
In Search of Probeable Generalization Measures. ICMLA (2021)
Mahdi S. Hosseini, Jia Shu Zhang, Zhe Liu, Andre Fu, Jingxuan Su, Mathieu Tuli, Konstantinos N. Plataniotis
CONet: Channel Optimization for Convolutional Neural Networks. CoRR (2021)
Andre Fu, Mahdi S. Hosseini, Konstantinos N. Plataniotis
Reconsidering CO2 emissions from Computer Vision. CoRR (2021)
Mahdi S. Hosseini, Jasper A. Z. Brawley-Hayes, Yueyang Zhang, Lyndon Chan, Konstantinos N. Plataniotis, Savvas Damaskinos
Focus Quality Assessment of High-Throughput Whole Slide Imaging in Digital Pathology. IEEE Trans. Medical Imaging 39 (1) (2020)
Mahdi S. Hosseini, Konstantinos N. Plataniotis
Convolutional Deblurring for Natural Imaging. IEEE Trans. Image Process. 29 (2020)
Zhongling Wang, Mahdi S. Hosseini, Adyn Miles, Konstantinos N. Plataniotis, Zhou Wang
FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology. CoRR (2020)
Mahdi S. Hosseini, Lyndon Chan, Weimin Huang, Yichen Wang, Danial Hasan, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis
On Transferability of Histological Tissue Labels in Computational Pathology. ECCV (29) (2020)
Zhongling Wang, Mahdi S. Hosseini, Adyn Miles, Konstantinos N. Plataniotis, Zhou Wang
FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology. MICCAI (5) (2020)
Mahdi S. Hosseini, Konstantinos N. Plataniotis
AdaS: Adaptive Scheduling of Stochastic Gradients. CoRR (2020)
Lyndon Chan, Mahdi S. Hosseini, Corwyn Rowsell, Konstantinos N. Plataniotis, Savvas Damaskinos
HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images. ICCV (2019)
Mahdi S. Hosseini, Yueyang Zhang, Konstantinos N. Plataniotis
Encoding Visual Sensitivity by MaxPol Convolution Filters for Image Sharpness Assessment. IEEE Trans. Image Process. 28 (9) (2019)
Mahdi S. Hosseini, Alfred Chen, Konstantinos N. Plataniotis
On the Closed Form Expression of Elementary Symmetric Polynomials and the Inverse of Vandermonde Matrix. CoRR (2019)
Mahdi S. Hosseini, Lyndon Chan, Gabriel Tse, Michael Tang, Jun Deng, Sajad Norouzi, Corwyn Rowsell, Konstantinos N. Plataniotis, Savvas Damaskinos
Atlas of Digital Pathology: A Generalized Hierarchical Histological Tissue Type-Annotated Database for Deep Learning. CVPR (2019)
Lyndon Chan, Mahdi S. Hosseini, Konstantinos N. Plataniotis
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains. CoRR (2019)
Mahdi S. Hosseini, Yueyang Zhang, Lyndon Chan, Konstantinos N. Plataniotis, Jasper A. Z. Brawley-Hayes, Savvas Damaskinos
Focus Quality Assessment of High-Throughput Whole Slide Imaging in Digital Pathology. CoRR (2018)
Mahdi S. Hosseini, Konstantinos N. Plataniotis
Convolutional Deblurring for Natural Imaging. CoRR (2018)
Mahdi S. Hosseini, Konstantinos N. Plataniotis
Image Sharpness Metric Based on Maxpol Convolution Kernels. ICIP (2018)
Mahdi S. Hosseini, Konstantinos N. Plataniotis
Finite Differences in Forward and Inverse Imaging Problems: MaxPol Design. SIAM J. Imaging Sci. 10 (4) (2017)
Mahdi S. Hosseini, Konstantinos N. Plataniotis
Derivative Kernels: Numerics and Applications. IEEE Trans. Image Process. 26 (10) (2017)
Mahdi S. Hosseini, Konstantinos N. Plataniotis
Sparse tensor recovery via combined first and second order high-accuracy total variation. ICIP (2015)
Mahdi S. Hosseini, Konstantinos N. Plataniotis
High-Accuracy Total Variation With Application to Compressed Video Sensing. IEEE Trans. Image Process. 23 (9) (2014)
Mahdi S. Hosseini, Konstantinos N. Plataniotis
High-Accuracy Total Variation for Compressed Video Sensing. CoRR (2013)
Mahdi S. Hosseini, Siavash Fazeli-Dehkordy, Konstantinos N. Plataniotis
Tractable Bound for Spherical Section Property in the Presence of Side-Information. IEEE Signal Process. Lett. 19 (8) (2012)
Mahdi S. Hosseini, Konstantinos N. Plataniotis
Temporal derivatives in compressed video sensing. MMSP (2012)
Mahdi S. Hosseini, Konstantinos N. Plataniotis
Compressed Sensing Recoverability In Imaging Modalities CoRR (2012)
Mahdi S. Hosseini, Oleg V. Michailovich
Derivative compressive sampling with application to phase unwrapping. EUSIPCO (2009)