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#p-bauer-s

UDO25

Does Data Scaling Lead to Visual Compositional Generalization?

ICML 2025

#p-bauer-s

WSW+25a

Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation

EARTHVISION @CVPR 2025

#p-bauer-s #p-zhu

TBB+25

Causal Machine Learning for Single-Cell Genomics

Nature Genetics. Mar. 2025

#p-bauer-s #p-theis

BVT+25

A Scalable Gene Network Model of Regulatory Dynamics in Single Cells

Preprint (Mar. 2025)

#p-bauer-s #p-theis

WSL+25

Biases in Machine-Learning Models of Human Single-Cell Data

Nature Cell Biology. Feb. 2025

#p-bauer-s #p-kilbertus

NGD24

Challenges in Explaining Representational Similarity Through Identifiability

UniReps @NeurIPS 2024

#p-bauer-s

FFM+24

Causal Machine Learning for Predicting Treatment Outcomes

Nature Medicine 30. Apr. 2024

#p-bauer-s #p-feuerriegel #p-kilbertus
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