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Lukas Oldenburg

2 papers · 2022–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

CVPR (1) ICML (1)

Top co-authors

Anurag Vaidya (1) Ingo Steinwart (1) Faisal Mahmood (1) Richard J. Chen (1) Drew F.K. Williamson (1) Andrew H. Song (1) Manuel T Nonnenmacher (1) Guillaume Jaume (1) Thomas Peeters (1) David Reeb (1)

Research topics

Machine Learning (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Healthcare & Medicine (1) Clinical (1) Core AI (1) Core Methods (1) Learning Paradigms (1) Learning Types · Deep Learning (1)

Keywords

contrastive learning (2) representation learning (1) self-supervised learning (1) multimodal learning (1) gene expression (1) whole slide image (1) histology image (1) multimodal pretraining (1) computational pathology (1) gene expression profile (1) expert feature (1) unsupervised learning (1) slide representation (1)

Papers

Transcriptomics-guided Slide Representation Learning in Computational Pathology CVPR 2024 Utilizing Expert Features for Contrastive Learning of Time-Series Representations ICML 2022