Derivative compressive sampling with application to phase unwrapping. - Mahdi S. Hosseini; Oleg V. Michailovich (EUSIPCO, 2009)

Temporal derivatives in compressed video sensing. - Mahdi S. Hosseini; Konstantinos N. Plataniotis (MMSP, 2012)

Compressed Sensing Recoverability In Imaging Modalities - Mahdi S. Hosseini; Konstantinos N. Plataniotis (CoRR, 2012)

Tractable Bound for Spherical Section Property in the Presence of Side-Information. - Mahdi S. Hosseini; Siavash Fazeli-Dehkordy; Konstantinos N. Plataniotis (IEEE Signal Process. Lett., 2012)

High-Accuracy Total Variation for Compressed Video Sensing. - Mahdi S. Hosseini; Konstantinos N. Plataniotis (CoRR, 2013)

High-Accuracy Total Variation With Application to Compressed Video Sensing. - Mahdi S. Hosseini; Konstantinos N. Plataniotis (IEEE Trans. Image Process., 2014)

Sparse tensor recovery via combined first and second order high-accuracy total variation. - Mahdi S. Hosseini; Konstantinos N. Plataniotis (ICIP, 2015)

Finite Differences in Forward and Inverse Imaging Problems: MaxPol Design. - Mahdi S. Hosseini; Konstantinos N. Plataniotis (SIAM J. Imaging Sci., 2017)

Derivative Kernels: Numerics and Applications. - Mahdi S. Hosseini; Konstantinos N. Plataniotis (IEEE Trans. Image Process., 2017)

Image Sharpness Metric Based on Maxpol Convolution Kernels. - Mahdi S. Hosseini; Konstantinos N. Plataniotis (ICIP, 2018)

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 (CVPR, 2019)

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

On the Closed Form Expression of Elementary Symmetric Polynomials and the Inverse of Vandermonde Matrix. - Mahdi S. Hosseini; Alfred Chen; Konstantinos N. Plataniotis (CoRR, 2019)

Encoding Visual Sensitivity by MaxPol Convolution Filters for Image Sharpness Assessment. - Mahdi S. Hosseini; Yueyang Zhang; Konstantinos N. Plataniotis (IEEE Trans. Image Process., 2019)

On Transferability of Histological Tissue Labels in Computational Pathology. - Mahdi S. Hosseini; Lyndon Chan; Weimin Huang 005; Yichen Wang 007; Danial Hasan; Corwyn Rowsell; Savvas Damaskinos; Konstantinos N. Plataniotis (ECCV (29), 2020)

FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology. - Zhongling Wang; Mahdi S. Hosseini; Adyn Miles; Konstantinos N. Plataniotis; Zhou Wang 001 (MICCAI (5), 2020)

AdaS: Adaptive Scheduling of Stochastic Gradients. - Mahdi S. Hosseini; Konstantinos N. Plataniotis (CoRR, 2020)

Convolutional Deblurring for Natural Imaging. - Mahdi S. Hosseini; Konstantinos N. Plataniotis (IEEE Trans. Image Process., 2020)

Focus Quality Assessment of High-Throughput Whole Slide Imaging in Digital Pathology. - Mahdi S. Hosseini; Jasper A. Z. Brawley-Hayes; Yueyang Zhang; Lyndon Chan; Konstantinos N. Plataniotis; Savvas Damaskinos (IEEE Trans. Medical Imaging, 2020)

Histopathological Transfer Learning for Acute Lymphoblastic Leukemia Detection. - Angelo Genovese; Mahdi S. Hosseini; Vincenzo Piuri; Konstantinos N. Plataniotis; Fabio Scotti (CIVEMSA, 2021)

Reconsidering CO2 Emissions From Computer Vision. - Andre Fu; Mahdi S. Hosseini; Konstantinos N. Plataniotis (CVPR Workshops, 2021)

Acute Lymphoblastic Leukemia Detection Based on Adaptive Unsharpening and Deep Learning. - Angelo Genovese; Mahdi S. Hosseini; Vincenzo Piuri; Konstantinos N. Plataniotis; Fabio Scotti (ICASSP, 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 001 (ICCVW, 2021)

In Search of Probeable Generalization Measures. - Jonathan Jaegerman; Khalil Damouni; Mahdi S. Hosseini; Konstantinos N. Plataniotis (ICMLA, 2021)

CONetV2: Efficient Auto-Channel Size Optimization for CNNs. - Yi Ru Wang; Samir Khaki; Weihang Zheng; Mahdi S. Hosseini; Konstantinos N. Plataniotis (ICMLA, 2021)

Towards Robust and Automatic Hyper-Parameter Tunning. - Mathieu Tuli; Mahdi S. Hosseini; Konstantinos N. Plataniotis (CoRR, 2021)

NoFADE: Analyzing Diminishing Returns on CO2 Investment. - Andre Fu; Justin Tran; Andy Xie; Jonathan Spraggett; Elisa Ding; Chang Won Lee; Kanav Singla; Mahdi S. Hosseini; Konstantinos N. Plataniotis (CoRR, 2021)

P4AI: Approaching AI Ethics through Principlism. - Andre Fu; Elisa Ding; Mahdi S. Hosseini; Konstantinos N. Plataniotis (CoRR, 2021)

A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains. - Lyndon Chan; Mahdi S. Hosseini; Konstantinos N. Plataniotis (Int. J. Comput. Vis., 2021)

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

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 (ICASSP, 2022)

Pseudo-Inverted Bottleneck Convolution for Darts Search Space. - Arash Ahmadian; Louis S. P. Liu; Yue Fei; Konstantinos N. Plataniotis; Mahdi S. Hosseini (ICASSP, 2023)

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 001; Theodore Wu; Kajanan Chinniah; Sina Maghsoudlou; Ryan Zhang; Stephen Yang; et al. (CoRR, 2023)

End-to-End Supervised Multilabel Contrastive Learning. - Ahmad Sajedi; Samir Khaki; Konstantinos N. Plataniotis; Mahdi S. Hosseini (CoRR, 2023)

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

Vision Mamba for Classification of Breast Ultrasound Images. - Ali Nasiri-Sarvi; Mahdi S. Hosseini; Hassan Rivaz (Deep-Breath@MICCAI, 2024)

Efficient Self-Supervised Barlow Twins from Limited Tissue Slide Cohorts for Colonic Pathology Diagnostics. - Cassandre Notton; Vasudev Sharma; Vincent Quoc-Huy Trinh; Lina Chen; Minqi Xu; Sonal Varma; Mahdi S. Hosseini (CoRR, 2024)

Comparative Analysis of Diffusion Generative Models in Computational Pathology. - Denisha Thakkar; Vincent Quoc-Huy Trinh; Sonal Varma; Samira Ebrahimi Kahou; Hassan Rivaz; Mahdi S. Hosseini (CoRR, 2024)

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 001; Dimitris Samaras; Mahdi S. Hosseini (CVPR, 2025)

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

PathTTT: Test-Time Training with Meta-auxiliary Learning for Pathology Image Classification. - Haoyu He; Mahdi S. Hosseini; Yang Wang (IPMI (1), 2025)

Ultrasound Image Generation using Latent Diffusion Models. - Benoît Freiche; Anthony El-Khoury; Ali Nasiri-Sarvi; Mahdi S. Hosseini; Damien Garcia; Adrian Basarab; Mathieu Boily; Hassan Rivaz (CoRR, 2025)

Segment Any Crack: Deep Semantic Segmentation Adaptation for Crack Detection. - Ghodsiyeh Rostami; Po-Han Chen; Mahdi S. Hosseini (CoRR, 2025)

Investigating Zero-Shot Diagnostic Pathology in Vision-Language Models with Efficient Prompt Design. - Vasudev Sharma; Ahmed Alagha; Abdelhakim Khellaf; Vincent Quoc-Huy Trinh; Mahdi S. Hosseini (CoRR, 2025)

LBMamba: Locally Bi-directional Mamba. - Jingwei Zhang; Xi Han; Hong Qin 001; Mahdi S. Hosseini; Dimitris Samaras (CoRR, 2025)

ADPv2: A Hierarchical Histological Tissue Type-Annotated Dataset for Potential Biomarker Discovery of Colorectal Disease. - 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 (CoRR, 2025)

SPARC: Concept-Aligned Sparse Autoencoders for Cross-Model and Cross-Modal Interpretability. - Ali Nasiri-Sarvi; Hassan Rivaz; Mahdi S. Hosseini (CoRR, 2025)