Mahdi S. Hosseini
6 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(21)
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Hot Topic Early Bird
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Research topics
Deep Learning
(4)
Machine Learning
(4)
Computer Vision
(3)
Domain-Specific
(3)
Analysis
(2)
Architectures
(2)
Core Methods
(2)
Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Clinical
(1)
Core AI
(1)
Learning Types
(1)
Keywords
neural network
(3)
whole slide image
(2)
semantic segmentation
(2)
medical imaging
(1)
neural network optimization
(1)
fisher information
(1)
survival analysis
(1)
image representation
(1)
kronecker product
(1)
second-order optimization
(1)
learning rate
(1)
state space model
(1)
convolutional neural network
(1)
adaptive optimization
(1)
histopathological image
(1)
layer-wise learning rate
(1)
generalization performance
(1)
conditional random field
(1)
low-rank factorization
(1)
digital pathology
(1)
Papers
2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification
CVPR 2025
AdaFisher: Adaptive Second Order Optimization via Fisher Information
ICLR 2025
Exploiting Explainable Metrics for Augmented SGD
CVPR 2022
On Transferability of Histological Tissue Labels in Computational Pathology
ECCV 2020
Atlas of Digital Pathology: A Generalized Hierarchical Histological Tissue Type-Annotated Database for Deep Learning
CVPR 2019
HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images
ICCV 2019