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Dippel, Jonas
6 publications
ICML
2025
Objective Drives the Consistency of Representational Similarity Across Datasets
Laure Ciernik
,
Lorenz Linhardt
,
Marco Morik
,
Jonas Dippel
,
Simon Kornblith
,
Lukas Muttenthaler
NeurIPSW
2024
Do Histopathological Foundation Models Eliminate Batch Effects? a Comparative Study
Jonah Kömen
,
Hannah Marienwald
,
Jonas Dippel
,
Julius Hense
NeurIPS
2024
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
Julius Hense
,
Mina Jamshidi Idaji
,
Oliver Eberle
,
Thomas Schnake
,
Jonas Dippel
,
Laure Ciernik
,
Oliver Buchstab
,
Andreas Mock
,
Frederick Klauschen
,
Klaus-Robert Müller
ICLR
2023
Human Alignment of Neural Network Representations
Lukas Muttenthaler
,
Jonas Dippel
,
Lorenz Linhardt
,
Robert A. Vandermeulen
,
Simon Kornblith
NeurIPS
2023
Improving Neural Network Representations Using Human Similarity Judgments
Lukas Muttenthaler
,
Lorenz Linhardt
,
Jonas Dippel
,
Robert A Vandermeulen
,
Katherine Hermann
,
Andrew Lampinen
,
Simon Kornblith
NeurIPSW
2022
Human Alignment of Neural Network Representations
Lukas Muttenthaler
,
Lorenz Linhardt
,
Jonas Dippel
,
Robert A. Vandermeulen
,
Simon Kornblith