Mahdi S. Hosseini

72 papers A* 5B 2C 3Misc 3Journal 48Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
AtlasPatch: Efficient Tissue Detection and High-throughput Patch Extraction for Computational Pathology at Scale.
CoRR
Ahmed Alagha, Christopher Leclerc, Yousef Kotp, Omar Metwally, Calvin Moras, Peter Rentopoulos, Ghodsiyeh Rostami, Bich Ngoc Nguyen, Jumanah Baig, Abdelhakim Khellaf, Vincent Quoc-Huy Trinh, Rabeb Mizouni, Hadi Otrok, Jamal Bentahar, Mahdi S. Hosseini
2026 J jnl
Efficient self-supervised Barlow Twins from limited tissue slide cohorts for colonic pathology diagnostics.
Medical Image Anal.
Cassandre Notton, Vasudev Sharma, Vincent Quoc-Huy Trinh, Lina Chen, Minqi Xu, Sonal Varma, Mahdi S. Hosseini
2026 J jnl
MOOZY: A Patient-First Foundation Model for Computational Pathology.
CoRR
Yousef Kotp, Vincent Quoc-Huy Trinh, Christopher Pal, Mahdi S. Hosseini
2026 J jnl
MonoLoss: A Training Objective for Interpretable Monosemantic Representations.
CoRR
Ali Nasiri-Sarvi, Anh Tien Nguyen, Hassan Rivaz, Dimitris Samaras, Mahdi S. Hosseini
2026 J jnl
SPARC: Concept-Aligned Sparse Autoencoders for Cross-Model and Cross-Modal Interpretability.
Trans. Mach. Learn. Res.
Ali Nasiri-Sarvi, Hassan Rivaz, Mahdi S. Hosseini
2026 J jnl
Segment Any Crack: Deep Semantic Segmentation Adaptation for Crack Detection.
J. Comput. Civ. Eng.
Ghodsiyeh Rostami, Po-Han Chen, Mahdi S. Hosseini
2025 A* conf
2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification.
CVPR
Jingwei Zhang, Anh Tien Nguyen, Xi Han, Vincent Quoc-Huy Trinh, Hong Qin, Dimitris Samaras, Mahdi S. Hosseini
2025 J jnl
ADPv2: A Hierarchical Histological Tissue Type-Annotated Dataset for Potential Biomarker Discovery of Colorectal Disease.
CoRR
Zhiyuan Yang, Kai Li, Sophia Ghamoshi Ramandi, Patricia Brassard, Hakim Khellaf, Vincent Quoc-Huy Trinh, Jennifer Zhang, Lina Chen, Corwyn Rowsell, Sonal Varma, Konstantinos N. Plataniotis, Mahdi S. Hosseini
2025 A* conf
AdaFisher: Adaptive Second Order Optimization via Fisher Information.
ICLR
Damien Martins Gomes, Yanlei Zhang, Eugene Belilovsky, Guy Wolf, Mahdi S. Hosseini
2025 — conf
Investigating Zero-Shot Diagnostic Pathology in Vision-Language Models with Efficient Prompt Design.
DeLTA
Vasudev Sharma, Ahmed Alagha, Abdelhakim Khellaf, Vincent Quoc-Huy Trinh, Mahdi S. Hosseini
2025 J jnl
Investigating Zero-Shot Diagnostic Pathology in Vision-Language Models with Efficient Prompt Design.
CoRR
Vasudev Sharma, Ahmed Alagha, Abdelhakim Khellaf, Vincent Quoc-Huy Trinh, Mahdi S. Hosseini
2025 J jnl
LBMamba: Locally Bi-directional Mamba.
CoRR
Jingwei Zhang, Xi Han, Hong Qin, Mahdi S. Hosseini, Dimitris Samaras
2025 J jnl
LBMamba: Locally Bi-directional Mamba.
Trans. Mach. Learn. Res.
Jingwei Zhang, Xi Han, Hong Qin, Mahdi S. Hosseini, Dimitris Samaras
2025 — conf
PathTTT: Test-Time Training with Meta-auxiliary Learning for Pathology Image Classification.
IPMI (1)
Haoyu He, Mahdi S. Hosseini, Yang Wang
2025 J jnl
SPARC: Concept-Aligned Sparse Autoencoders for Cross-Model and Cross-Modal Interpretability.
CoRR
Ali Nasiri-Sarvi, Hassan Rivaz, Mahdi S. Hosseini
2025 J jnl
Segment Any Crack: Deep Semantic Segmentation Adaptation for Crack Detection.
CoRR
Ghodsiyeh Rostami, Po-Han Chen, Mahdi S. Hosseini
2025 J jnl
Ultrasound Image Generation using Latent Diffusion Models.
CoRR
Benoît Freiche, Anthony El-Khoury, Ali Nasiri-Sarvi, Mahdi S. Hosseini, Damien Garcia, Adrian Basarab, Mathieu Boily, Hassan Rivaz
2024 J jnl
2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification.
CoRR
Jingwei Zhang, Anh Tien Nguyen, Xi Han, Vincent Quoc-Huy Trinh, Hong Qin, Dimitris Samaras, Mahdi S. Hosseini
2024 J jnl
AdaFisher: Adaptive Second Order Optimization via Fisher Information.
CoRR
Damien Martins Gomes, Yanlei Zhang, Eugene Belilovsky, Guy Wolf, Mahdi S. Hosseini
2024 J jnl
Comparative Analysis of Diffusion Generative Models in Computational Pathology.
CoRR
Denisha Thakkar, Vincent Quoc-Huy Trinh, Sonal Varma, Samira Ebrahimi Kahou, Hassan Rivaz, Mahdi S. Hosseini
2024 J jnl
Efficient Self-Supervised Barlow Twins from Limited Tissue Slide Cohorts for Colonic Pathology Diagnostics.
CoRR
Cassandre Notton, Vasudev Sharma, Vincent Quoc-Huy Trinh, Lina Chen, Minqi Xu, Sonal Varma, Mahdi S. Hosseini
2024 — conf
Vim4Path: Self-Supervised Vision Mamba for Histopathology Images.
CVPR Workshops
Ali Nasiri-Sarvi, Vincent Quoc-Huy Trinh, Hassan Rivaz, Mahdi S. Hosseini
2024 J jnl
Vim4Path: Self-Supervised Vision Mamba for Histopathology Images.
CoRR
Ali Nasiri-Sarvi, Vincent Quoc-Huy Trinh, Hassan Rivaz, Mahdi S. Hosseini
2024 — conf
Vision Mamba for Classification of Breast Ultrasound Images.
Deep-Breath@MICCAI
Ali Nasiri-Sarvi, Mahdi S. Hosseini, Hassan Rivaz
2024 J jnl
Vision Mamba for Classification of Breast Ultrasound Images.
CoRR
Ali Nasiri-Sarvi, Mahdi S. Hosseini, Hassan Rivaz
2023 J jnl
Computational Pathology: A Survey Review and The Way Forward.
CoRR
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
2023 J jnl
End-to-End Supervised Multilabel Contrastive Learning.
CoRR
Ahmad Sajedi, Samir Khaki, Konstantinos N. Plataniotis, Mahdi S. Hosseini
2023 J jnl
Pseudo-Inverted Bottleneck Convolution for DARTS Search Space.
CoRR
Arash Ahmadian, Yue Fei, Louis S. P. Liu, Konstantinos N. Plataniotis, Mahdi S. Hosseini
2023 Misc conf
Pseudo-Inverted Bottleneck Convolution for Darts Search Space.
ICASSP
Arash Ahmadian, Louis S. P. Liu, Yue Fei, Konstantinos N. Plataniotis, Mahdi S. Hosseini
2022 A* conf
Exploiting Explainable Metrics for Augmented SGD.
CVPR
Mahdi S. Hosseini, Mathieu Tuli, Konstantinos N. Plataniotis
2022 J jnl
Exploiting Explainable Metrics for Augmented SGD.
CoRR
Mahdi S. Hosseini, Mathieu Tuli, Konstantinos N. Plataniotis
2022 J jnl
HistoKT: Cross Knowledge Transfer in Computational Pathology.
CoRR
Ryan Zhang, Jiadai Zhu, Stephen Yang, Mahdi S. Hosseini, Angelo Genovese, Lina Chen, Corwyn Rowsell, Savvas Damaskinos, Sonal Varma, Konstantinos N. Plataniotis
2022 Misc conf
Histokt: Cross Knowledge Transfer in Computational Pathology.
ICASSP
Ryan Zhang, Jiadai Zhu, Stephen Yang, Mahdi S. Hosseini, Angelo Genovese, Lina Chen, Corwyn Rowsell, Savvas Damaskinos, Sonal Varma, Konstantinos N. Plataniotis
2021 J jnl
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains.
Int. J. Comput. Vis.
Lyndon Chan, Mahdi S. Hosseini, Konstantinos N. Plataniotis
2021 Misc conf
Acute Lymphoblastic Leukemia Detection Based on Adaptive Unsharpening and Deep Learning.
ICASSP
Angelo Genovese, Mahdi S. Hosseini, Vincenzo Piuri, Konstantinos N. Plataniotis, Fabio Scotti
2021 — conf
CONet: Channel Optimization for Convolutional Neural Networks.
ICCVW
Mahdi S. Hosseini, Jia Shu Zhang, Zhe Liu, Andre Fu, Jingxuan Su, Mathieu Tuli, Konstantinos N. Plataniotis
2021 J jnl
CONet: Channel Optimization for Convolutional Neural Networks.
CoRR
Mahdi S. Hosseini, Jia Shu Zhang, Zhe Liu, Andre Fu, Jingxuan Su, Mathieu Tuli, Konstantinos N. Plataniotis
2021 C conf
CONetV2: Efficient Auto-Channel Size Optimization for CNNs.
ICMLA
Yi Ru Wang, Samir Khaki, Weihang Zheng, Mahdi S. Hosseini, Konstantinos N. Plataniotis
2021 J jnl
CONetV2: Efficient Auto-Channel Size Optimization for CNNs.
CoRR
Yi Ru Wang, Samir Khaki, Weihang Zheng, Mahdi S. Hosseini, Konstantinos N. Plataniotis
2021 — conf
Histopathological Transfer Learning for Acute Lymphoblastic Leukemia Detection.
CIVEMSA
Angelo Genovese, Mahdi S. Hosseini, Vincenzo Piuri, Konstantinos N. Plataniotis, Fabio Scotti
2021 C conf
In Search of Probeable Generalization Measures.
ICMLA
Jonathan Jaegerman, Khalil Damouni, Mahdi S. Hosseini, Konstantinos N. Plataniotis
2021 J jnl
In Search of Probeable Generalization Measures.
CoRR
Jonathan Jaegerman, Khalil Damouni, Mahdi S. Hosseini, Konstantinos N. Plataniotis
2021 J jnl
NoFADE: Analyzing Diminishing Returns on CO2 Investment.
CoRR
Andre Fu, Justin Tran, Andy Xie, Jonathan Spraggett, Elisa Ding, Chang Won Lee, Kanav Singla, Mahdi S. Hosseini, Konstantinos N. Plataniotis
2021 J jnl
P4AI: Approaching AI Ethics through Principlism.
CoRR
Andre Fu, Elisa Ding, Mahdi S. Hosseini, Konstantinos N. Plataniotis
2021 — conf
Probeable DARTS with Application to Computational Pathology.
ICCVW
Sheyang Tang, Mahdi S. Hosseini, Lina Chen, Sonal Varma, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis, Zhou Wang
2021 J jnl
Probeable DARTS with Application to Computational Pathology.
CoRR
Sheyang Tang, Mahdi S. Hosseini, Lina Chen, Sonal Varma, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis, Zhou Wang
2021 — conf
Reconsidering CO2 Emissions From Computer Vision.
CVPR Workshops
Andre Fu, Mahdi S. Hosseini, Konstantinos N. Plataniotis
2021 J jnl
Reconsidering CO2 emissions from Computer Vision.
CoRR
Andre Fu, Mahdi S. Hosseini, Konstantinos N. Plataniotis
2021 J jnl
Towards Robust and Automatic Hyper-Parameter Tunning.
CoRR
Mathieu Tuli, Mahdi S. Hosseini, Konstantinos N. Plataniotis
2020 J jnl
AdaS: Adaptive Scheduling of Stochastic Gradients.
CoRR
Mahdi S. Hosseini, Konstantinos N. Plataniotis
2020 J jnl
Convolutional Deblurring for Natural Imaging.
IEEE Trans. Image Process.
Mahdi S. Hosseini, Konstantinos N. Plataniotis
2020 J jnl
Focus Quality Assessment of High-Throughput Whole Slide Imaging in Digital Pathology.
IEEE Trans. Medical Imaging
Mahdi S. Hosseini, Jasper A. Z. Brawley-Hayes, Yueyang Zhang, Lyndon Chan, Konstantinos N. Plataniotis, Savvas Damaskinos
2020 — conf
FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology.
MICCAI (5)
Zhongling Wang, Mahdi S. Hosseini, Adyn Miles, Konstantinos N. Plataniotis, Zhou Wang
2020 J jnl
FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology.
CoRR
Zhongling Wang, Mahdi S. Hosseini, Adyn Miles, Konstantinos N. Plataniotis, Zhou Wang
2020 — conf
On Transferability of Histological Tissue Labels in Computational Pathology.
ECCV (29)
Mahdi S. Hosseini, Lyndon Chan, Weimin Huang, Yichen Wang, Danial Hasan, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis
2019 J jnl
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains.
CoRR
Lyndon Chan, Mahdi S. Hosseini, Konstantinos N. Plataniotis
2019 A* conf
Atlas of Digital Pathology: A Generalized Hierarchical Histological Tissue Type-Annotated Database for Deep Learning.
CVPR
Mahdi S. Hosseini, Lyndon Chan, Gabriel Tse, Michael Tang, Jun Deng, Sajad Norouzi, Corwyn Rowsell, Konstantinos N. Plataniotis, Savvas Damaskinos
2019 J jnl
Encoding Visual Sensitivity by MaxPol Convolution Filters for Image Sharpness Assessment.
IEEE Trans. Image Process.
Mahdi S. Hosseini, Yueyang Zhang, Konstantinos N. Plataniotis
2019 A* conf
HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images.
ICCV
Lyndon Chan, Mahdi S. Hosseini, Corwyn Rowsell, Konstantinos N. Plataniotis, Savvas Damaskinos
2019 J jnl
On the Closed Form Expression of Elementary Symmetric Polynomials and the Inverse of Vandermonde Matrix.
CoRR
Mahdi S. Hosseini, Alfred Chen, Konstantinos N. Plataniotis
2018 J jnl
Convolutional Deblurring for Natural Imaging.
CoRR
Mahdi S. Hosseini, Konstantinos N. Plataniotis
2018 J jnl
Focus Quality Assessment of High-Throughput Whole Slide Imaging in Digital Pathology.
CoRR
Mahdi S. Hosseini, Yueyang Zhang, Lyndon Chan, Konstantinos N. Plataniotis, Jasper A. Z. Brawley-Hayes, Savvas Damaskinos
2018 B conf
Image Sharpness Metric Based on Maxpol Convolution Kernels.
ICIP
Mahdi S. Hosseini, Konstantinos N. Plataniotis
2017 J jnl
Derivative Kernels: Numerics and Applications.
IEEE Trans. Image Process.
Mahdi S. Hosseini, Konstantinos N. Plataniotis
2017 J jnl
Finite Differences in Forward and Inverse Imaging Problems: MaxPol Design.
SIAM J. Imaging Sci.
Mahdi S. Hosseini, Konstantinos N. Plataniotis
2015 B conf
Sparse tensor recovery via combined first and second order high-accuracy total variation.
ICIP
Mahdi S. Hosseini, Konstantinos N. Plataniotis
2014 J jnl
High-Accuracy Total Variation With Application to Compressed Video Sensing.
IEEE Trans. Image Process.
Mahdi S. Hosseini, Konstantinos N. Plataniotis
2013 J jnl
High-Accuracy Total Variation for Compressed Video Sensing.
CoRR
Mahdi S. Hosseini, Konstantinos N. Plataniotis
2012 J jnl
Compressed Sensing Recoverability In Imaging Modalities
CoRR
Mahdi S. Hosseini, Konstantinos N. Plataniotis
2012 C conf
Temporal derivatives in compressed video sensing.
MMSP
Mahdi S. Hosseini, Konstantinos N. Plataniotis
2012 J jnl
Tractable Bound for Spherical Section Property in the Presence of Side-Information.
IEEE Signal Process. Lett.
Mahdi S. Hosseini, Siavash Fazeli-Dehkordy, Konstantinos N. Plataniotis
2009 — conf
Derivative compressive sampling with application to phase unwrapping.
EUSIPCO
Mahdi S. Hosseini, Oleg V. Michailovich