Shahira Abousamra
10 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π Interdisciplinary Bridge π Conference Polyglot (6) π Renaissance Researcher (5) π§ Keyword Pioneer
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Conference Polyglot
(6)
π
Renaissance Researcher
(5)
π
Keyword Champion
(2)
π€
Dynamic Duo
(10)
π
Conference Pioneer
π
Century Club
(10)
Conferences
MICCAI (3)
CVPR (2)
ICCV (2)
AAAI (1)
ECCV (1)
MIDL (1)
Top co-authors
Keywords
digital pathology
(3)
crowd counting
(2)
topological constraint
(2)
cell detection
(2)
medical imaging
(2)
data augmentation
(2)
deep learning
(1)
spatial context
(1)
image decomposition
(1)
spatial statistics
(1)
persistent homology
(1)
generative model
(1)
diffusion model
(1)
deep generative model
(1)
uncertainty calibration
(1)
surrogate function
(1)
cell classification
(1)
likelihood map
(1)
cell topology
(1)
synthetic generation
(1)
Papers
TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model
CVPR 2025
Hard Negative Sample Mining for Whole Slide Image Classification
MICCAI 2024
Semi-Supervised Contrastive VAE for Disentanglement of Digital Pathology Images
MICCAI 2024
Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency
ECCV 2024
Spatial Diffusion for Cell Layout Generation
MICCAI 2024
Unsupervised Stain Decomposition via Inversion Regulation for Multiplex Immunohistochemistry Images
MIDL 2023
Topology-Guided Multi-Class Cell Context Generation for Digital Pathology
CVPR 2023
Calibrating Uncertainty for Semi-Supervised Crowd Counting
ICCV 2023
Multi-Class Cell Detection Using Spatial Context Representation
ICCV 2021
Localization in the Crowd with Topological Constraints
AAAI 2021