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Robert Geirhos

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

13

Venues

5

Active years

2015–2026

Best venue rank

A*

Where they publish

Papers

13 indexed papers, newest first.

YearVenueTitleAuthors
2026WACVDo generative video models understand physical principles?Saman Motamed, Laura Culp, Kevin Swersky, Priyank Jaini, Robert Geirhos
2025CVPRLearning Visual Composition through Improved Semantic Guidance.Austin Stone, Hagen Soltau, Robert Geirhos, Xi Yi, Ye Xia, Bingyi Cao, Kaifeng Chen, Abhijit Ogale, Jonathon Shlens
2025ICLRCan We Talk Models Into Seeing the World Differently?Paul Gavrikov, Jovita Lukasik, Steffen Jung, Robert Geirhos, Muhammad Jehanzeb Mirza, Margret Keuper, Janis Keuper
2025ICMLTowards flexible perception with visual memory.Robert Geirhos, Priyank Jaini, Austin Stone, Sourabh Medapati, Xi Yi, George Toderici, Abhijit Ogale, Jonathon Shlens
2025ICMLPosition: We Can't Understand AI Using our Existing Vocabulary.John Hewitt, Robert Geirhos, Been Kim
2025ICMLLAION-C: An Out-of-Distribution Benchmark for Web-Scale Vision Models.Fanfei Li, Thomas Klein, Wieland Brendel, Robert Geirhos, Roland S. Zimmermann
2024ICLRIntriguing Properties of Generative Classifiers.Priyank Jaini, Kevin Clark, Robert Geirhos
2024ICMLDon't trust your eyes: on the (un)reliability of feature visualizations.Robert Geirhos, Roland S. Zimmermann, Blair L. Bilodeau, Wieland Brendel, Been Kim
2023ICMLScaling Vision Transformers to 22 Billion Parameters.Mostafa Dehghani, Josip Djolonga, Basil Mustafa, Piotr Padlewski, Jonathan Heek, Justin Gilmer, Andreas Peter Steiner, Mathilde Caron, Robert Geirhos, Ibrahim Alabdulmohsin, Rodolphe Jenatton, Lucas Beyer, Michael Tschannen, Anurag Arnab, Xiao Wang, Carlos Riquelme Ruiz, Matthias Minderer, Joan Puigcerver, Utku Evci, Manoj Kumar, Sjoerd van Steenkiste, Gamaleldin Fathy Elsayed, Aravindh Mahendran, Fisher Yu, Avital Oliver, Fantine Huot, Jasmijn Bastings, Mark Collier, Alexey A. Gritsenko, Vighnesh Birodkar, Cristina Nader Vasconcelos, Yi Tay, Thomas Mensink, Alexander Kolesnikov, Filip Pavetic, Dustin Tran, Thomas Kipf, Mario Lucic, Xiaohua Zhai, Daniel Keysers, Jeremiah J. Harmsen, Neil Houlsby
2022ICLRTrivial or Impossible --- dichotomous data difficulty masks model differences (on ImageNet and beyond).Kristof Meding, Luca M. Schulze Buschoff, Robert Geirhos, Felix A. Wichmann
2021ICLRExemplary Natural Images Explain CNN Activations Better than State-of-the-Art Feature Visualization.Judy Borowski, Roland Simon Zimmermann, Judith Schepers, Robert Geirhos, Thomas S. A. Wallis, Matthias Bethge, Wieland Brendel
2019ICLRImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness.Robert Geirhos, Patricia Rubisch, Claudio Michaelis, Matthias Bethge, Felix A. Wichmann, Wieland Brendel
2015CogSciAn Automatized Heider-Simmel Story Generation Tool.Martin V. Butz, Robert Geirhos, Jan Kneissler