Hongrun Zhang
6 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Computer Vision
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Keywords
whole slide image
(2)
deep learning
(2)
histopathology image
(2)
variational inference
(1)
uncertainty quantification
(1)
weakly supervised learning
(1)
multiple instance learning
(1)
teacher-student framework
(1)
feature distillation
(1)
regularization term
(1)
crowd counting
(1)
density regression
(1)
digital pathology
(1)
teacher-student learning
(1)
spatial uncertainty
(1)
weakly supervised segmentation
(1)
variational model
(1)
point annotation
(1)
patch correlation
(1)
contrastive learning
(1)
Papers
D-CoRP: Differentiable Connectivity Refinement for Functional Brain Networks
MICCAI 2024
Genomics-guided Representation Learning for Pathologic Pan-cancer Tumor Microenvironment Subtype Prediction
MICCAI 2024
Weakly Supervised Segmentation With Point Annotations for Histopathology Images via Contrast-Based Variational Model
CVPR 2023
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification
CVPR 2022
A regularization term for slide correlation reduction in whole slide image analysis with deep learning
MIDL 2021
Spatial Uncertainty-Aware Semi-Supervised Crowd Counting
ICCV 2021