Linhao Qu
9 papers · 2022–2024 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(7)
Computer Vision
(6)
Learning Types · Machine Learning
(6)
Domain-Specific
(4)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Healthcare & Medicine
(2)
Application Areas
(2)
Architectures
(2)
Clinical
(2)
Artificial Intelligence
(1)
Analysis
(1)
Core Methods
(1)
Learning Paradigms
(1)
Processing
(1)
Keywords
whole slide image
(4)
weakly supervised learning
(4)
multiple instance learning
(3)
medical imaging
(2)
knowledge distillation
(2)
few-shot learning
(2)
attention mechanism
(1)
image fusion
(1)
unsupervised domain adaptation
(1)
medical image segmentation
(1)
prompt learning
(1)
image decomposition
(1)
frequency domain
(1)
encoder-decoder architecture
(1)
class activation map
(1)
encoder-decoder network
(1)
pathology image
(1)
visual language model
(1)
pathology diagnosis
(1)
pathology classification
(1)
Papers
FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification
NeurIPS 2024
Multi-modal Data Binding for Survival Analysis Modeling with Incomplete Data and Annotations
MICCAI 2024
Pathology-knowledge Enhanced Multi-instance Prompt Learning for Few-shot Whole Slide Image Classification
ECCV 2024
Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation
CVPR 2024
Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification
ICCV 2023
Reducing Domain Gap in Frequency and Spatial Domain for Cross-Modality Domain Adaptation on Medical Image Segmentation
AAAI 2023
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification
NeurIPS 2023
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification
NeurIPS 2022
TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task Learning
AAAI 2022