Richard J. Chen
9 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze ⚡ Prolific Year · Productive
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Unstoppable · Bronze
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The Questioner
Venues
Top co-authors
Research topics
Deep Learning
(7)
Machine Learning
(7)
Healthcare & Medicine
(5)
Clinical
(5)
Learning Types · Deep Learning
(5)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(4)
Computer Vision
(4)
Core AI
(4)
Domain-Specific
(4)
Architectures
(3)
Application Areas
(2)
Core Methods
(1)
Learning Paradigms
(1)
Research
(1)
Keywords
whole slide image
(6)
computational pathology
(3)
multiple instance learning
(3)
contrastive learning
(2)
whole slide imaging
(2)
histology image
(2)
histopathology image
(2)
self-supervised learning
(2)
survival prediction
(2)
medical imaging
(2)
hierarchical learning
(1)
gaussian mixture model
(1)
multimodal representation learning
(1)
foundation model
(1)
gene expression
(1)
transfer learning
(1)
spatial transcriptomics
(1)
multimodal learning
(1)
vision transformer
(1)
multimodal representation
(1)
Papers
Do Multiple Instance Learning Models Transfer?
ICML 2025
HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis
NeurIPS 2024
Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction
CVPR 2024
Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology
CVPR 2024
Multimodal Prototyping for cancer survival prediction
ICML 2024
Transcriptomics-guided Slide Representation Learning in Computational Pathology
CVPR 2024
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images
CVPR 2023
Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning
CVPR 2022
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images
ICCV 2021