Mahdi S. Hosseini
6 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(19)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Trend Setter
Conferences
CVPR (3)
ECCV (1)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
neural network
(2)
whole slide image
(2)
semantic segmentation
(2)
medical imaging
(1)
neural network optimization
(1)
survival analysis
(1)
image representation
(1)
learning rate
(1)
state space model
(1)
convolutional neural network
(1)
histopathological image
(1)
layer-wise learning rate
(1)
generalization performance
(1)
conditional random field
(1)
low-rank factorization
(1)
digital pathology
(1)
class activation mapping
(1)
whole slide imaging
(1)
explainability metrics
(1)
optimizer augmentation
(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