Guillaume Jaume
9 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (20) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (10)
π
Renaissance Researcher
(5)
π
Keyword Champion
(3)
β‘
Prolific Year
(6)
Conferences
CVPR (4)
ECCV (2)
ICML (1)
MICCAI (1)
NIPS (1)
Top co-authors
Keywords
computational pathology
(3)
whole slide image
(3)
histology image
(2)
medical imaging
(2)
multi-modal learning
(1)
explainable ai
(1)
gene expression
(1)
gaussian mixture model
(1)
multimodal representation learning
(1)
foundation model
(1)
multimodal representation
(1)
spatial transcriptomics
(1)
survival prediction
(1)
histopathology image
(1)
multimodal transformer
(1)
breast cancer
(1)
multi-modal representation learning
(1)
graph neural network
(1)
gene expression profile
(1)
whole-slide image
(1)
Papers
Automated Detection of BK Virus in H&E Whole-Slide Images Using Weakly-Supervised Deep Learning and Interpretable Morphological Biomarkers
MICCAI 2025
Transcriptomics-guided Slide Representation Learning in Computational Pathology
CVPR 2024
Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology
CVPR 2024
HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis
NIPS 2024
Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction
CVPR 2024
Multistain Pretraining for Slide Representation Learning in Pathology
ECCV 2024
Multimodal Prototyping for cancer survival prediction
ICML 2024
Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images
ECCV 2022
Quantifying Explainers of Graph Neural Networks in Computational Pathology
CVPR 2021