Jonas Dippel
Jonas Dippel
Doctoral Researcher
Jonas Dippel is a research associate working in the Machine Learning/Intelligent Data analysis group at Technische Universität Berlin. He received a BS in Computer Science from Technische Universität Braunschweig in 2018 and an MS in Computer Science from Technische Universität Berlin in 2021. He is currently pursuing a PhD and his research involves medical image analysis, representation learning, anomaly detection and multimodal learning.
● Representation Learning
● Anomaly Detection
● Multimodal Learning
● Computational Pathology
● Medical Image Analysis
Frederick Klauschen, Jonas Dippel, Philipp Keyl, Philipp Jurmeister, Michael Bockmayr, Andreas Mock, Oliver Buchstab, Maximilian Alber, Lukas Ruff, Grégoire Montavon & Klaus-Robert Müller
Explainable artificial intelligence in pathology
Jonas Dippel, Barbara Feulner, Tobias Winterhoff, Simon Schallenberg, Gabriel Dernbach, Andreas Kunft, Stephan Tietz, Philipp Jurmeister, David Horst, Lukas Ruff, Klaus-Robert Müller, Frederick Klauschen, Maximilian Alber
RUDOLFV: A FOUNDATION MODEL BY PATHOLOGISTS FOR PATHOLOGISTS
Lukas Muttenthaler, Lorenz Linhardt, Jonas Dippel, Robert A. Vandermeulen, Katherine Hermann, Andrew K. Lampinen, Simon Kornblith
Improving neural network representations using human similarity judgments
Frederick Klauschen, Jonas Dippel, Philipp Keyl, Philipp Jurmeister, Michael Bockmayr, Andreas Mock, Oliver Buchstab, Maximilian Alber, Lukas Ruff, Grégoire Montavon, Klaus-Robert Müller
Toward Explainable Artificial Intelligence for Precision Pathology
Lukas Muttenthaler, Jonas Dippel, Lorenz Linhardt, Robert A. Vandermeulen, Simon Kornblith
Human alignment of neural network representations
Do computers and humans "see" alike?
The field of computer vision has long since left the realm of research and is now used in countless daily applications, such as object recognition and measuring geometric structures of objects. One question that is not or only rarely asked is: To what extent do computer vision systems see the world in the same way that humans do?