Sobhan Hemati

According to our database, Sobhan Hemati authored at least 20 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Aggregation Schemes for Single-Vector WSI Representation Learning in Digital Pathology.

Sobhan Hemati, Ghazal Alabtah, Saghir Alfasly, Hamid R. Tizhoosh

CoRR, January, 2025

2024

Zero-Shot Whole Slide Image Retrieval in Histopathology Using Embeddings of Foundation Models.

Saghir Alfasly, Ghazal Alabtah, Sobhan Hemati, Krishna Rani Kalari, Hamid R. Tizhoosh

CoRR, 2024

A Short Survey on Set-Based Aggregation Techniques for Single-Vector WSI Representation in Digital Pathology.

Sobhan Hemati, Krishna R. Kalari, Hamid R. Tizhoosh

CoRR, 2024

DFML: Decentralized Federated Mutual Learning.

Yasser H. Khalil, Amir Hossein Estiri, Mahdi Beitollahi, Nader Asadi, Sobhan Hemati, Xu Li, Guojun Zhang, Xi Chen

CoRR, 2024

Parametric Feature Transfer: One-shot Federated Learning with Foundation Models.

Mahdi Beitollahi, Alex Bie, Sobhan Hemati, Leo Maxime Brunswic, Xu Li, Xi Chen, Guojun Zhang

CoRR, 2024

Analysis and Validation of Image Search Engines in Histopathology.

Isaiah Lahr, Saghir Alfasly, Peyman Nejat, Jibran A. Khan, Luke Kottom, Vaishnavi Kumbhar, Areej Alsaafin, Abubakr Shafique, Sobhan Hemati, Ghazal Alabtah, Nneka I. Comfere, Dennis Murphree, Aaron Mangold, Saba Yasir, Chady Meroueh, Lisa Boardman, Vijay H. Shah, Joaquin J. Garcia, Hamid R. Tizhoosh

CoRR, 2024

2023

Learning binary and sparse permutation-invariant representations for fast and memory efficient whole slide image search.

Sobhan Hemati, Shivam Kalra, Morteza Babaie, Hamid R. Tizhoosh

Comput. Biol. Medicine, August, 2023

Cross Domain Generative Augmentation: Domain Generalization with Latent Diffusion Models.

Sobhan Hemati, Mahdi Beitollahi, Amir Hossein Estiri, Bassel Al Omari, Xi Chen, Guojun Zhang

CoRR, 2023

When is a Foundation Model a Foundation Model.

Saghir Alfasly, Peyman Nejat, Sobhan Hemati, Jibran A. Khan, Isaiah Lahr, Areej Alsaafin, Abubakr Shafique, Nneka I. Comfere, Dennis Murphree, Chady Meroueh, Saba Yasir, Aaron Mangold, Lisa Boardman, Vijay H. Shah, Joaquin J. Garcia, Hamid R. Tizhoosh

CoRR, 2023

Mathematical Challenges in Deep Learning.

Vahid Partovi Nia, Guojun Zhang, Ivan Kobyzev, Michael R. Metel, Xinlin Li, Ke Sun, Sobhan Hemati, Masoud Asgharian, Linglong Kong, Wulong Liu, Boxing Chen

CoRR, 2023

Understanding Hessian Alignment for Domain Generalization.

Sobhan Hemati, Guojun Zhang, Amir Hossein Estiri, Xi Chen

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Multi-Magnification Image Search in Digital Pathology.

Maral Rasoolijaberi, Morteza Babaie, Abtin Riasatian, Sobhan Hemati, Parsa Ashrafi, Ricardo Gonzalez, Hamid R. Tizhoosh

IEEE J. Biomed. Health Informatics, 2022

Beyond neighbourhood-preserving transformations for quantization-based unsupervised hashing.

Sobhan Hemati, Hamid R. Tizhoosh

Pattern Recognit. Lett., 2022

A non-alternating graph hashing algorithm for large-scale image search.

Sobhan Hemati, Mohammad Hadi Mehdizavareh, Shoja'eddin Chenouri, Hamid R. Tizhoosh

Comput. Vis. Image Underst., 2022

2021

Fine-Tuning and training of densenet for histopathology image representation using TCGA diagnostic slides.

Abtin Riasatian, Morteza Babaie, Danial Maleki, Shivam Kalra, Mojtaba Valipour, Sobhan Hemati, Manit Zaveri, Amir Safarpoor, Sobhan Shafiei, Mehdi Afshari, Maral Rasoolijaberi, Milad Sikaroudi, Mohd Adnan, Sultaan Shah, Charles Choi, Savvas Damaskinos, Clinton J. V. Campbell, Phedias Diamandis, Liron Pantanowitz, Hany Kashani, Ali Ghodsi, Hamid R. Tizhoosh

Medical Image Anal., 2021

CNN and Deep Sets for End-to-End Whole Slide Image Representation Learning.

Sobhan Hemati, Shivam Kalra, Cameron Meaney, Morteza Babaie, Ali Ghodsi, Hamid R. Tizhoosh

Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images.

Shivam Kalra, Mohammed Adnan, Sobhan Hemati, Taher Dehkharghanian, Shahryar Rahnamayan, Hamid R. Tizhoosh

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

A Simple Supervised Hashing Algorithm Using Projected Gradient and Oppositional Weights.

Sobhan Hemati, Mohammad Hadi Mehdizavareh, Morteza Babaie, Shivam Kalra, Hamid R. Tizhoosh

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Kimia-5MAG - A Dataset for Learning the Magnification in Histopathology Images.

Manit Zaveri, Sobhan Hemati, Sultaan Shah, Savvas Damaskinos, Hamid R. Tizhoosh

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

2019

Enhancing performance of subject-specific models via subject-independent information for SSVEP-based BCIs.

Mohammad Hadi Mehdizavareh, Sobhan Hemati, Hamid Soltanian-Zadeh

CoRR, 2019