Hermann, Katherine

10 publications

TMLR 2025 Getting Aligned on Representational Alignment Ilia Sucholutsky, Lukas Muttenthaler, Adrian Weller, Andi Peng, Andreea Bobu, Been Kim, Bradley C. Love, Christopher J Cueva, Erin Grant, Iris Groen, Jascha Achterberg, Joshua B. Tenenbaum, Katherine M. Collins, Katherine Hermann, Kerem Oktar, Klaus Greff, Martin N Hebart, Nathan Cloos, Nikolaus Kriegeskorte, Nori Jacoby, Qiuyi Zhang, Raja Marjieh, Robert Geirhos, Sherol Chen, Simon Kornblith, Sunayana Rane, Talia Konkle, Thomas O'Connell, Thomas Unterthiner, Andrew Kyle Lampinen, Klaus Robert Muller, Mariya Toneva, Thomas L. Griffiths

TMLR 2024 Learned Feature Representations Are Biased by Complexity, Learning Order, Position, and More Andrew Kyle Lampinen, Stephanie C.Y. Chan, Katherine Hermann

ICLR 2024 On the Foundations of Shortcut Learning Katherine Hermann, Hossein Mobahi, Thomas Fel, Michael Curtis Mozer

NeurIPS 2024 Understanding Visual Feature Reliance Through the Lens of Complexity Thomas Fel, Louis Béthune, Andrew Kyle Lampinen, Thomas Serre, Katherine Hermann

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

ICLR 2023 Learning in Temporally Structured Environments Matt Jones, Tyler R. Scott, Mengye Ren, Gamaleldin Fathy Elsayed, Katherine Hermann, David Mayo, Michael Curtis Mozer

NeurIPS 2023 Self-Refine: Iterative Refinement with Self-Feedback Aman Madaan, Niket Tandon, Prakhar Gupta, Skyler Hallinan, Luyu Gao, Sarah Wiegreffe, Uri Alon, Nouha Dziri, Shrimai Prabhumoye, Yiming Yang, Shashank Gupta, Bodhisattwa Prasad Majumder, Katherine Hermann, Sean Welleck, Amir Yazdanbakhsh, Peter Clark

NeurIPS 2020 The Origins and Prevalence of Texture Bias in Convolutional Neural Networks Katherine Hermann, Ting Chen, Simon Kornblith

NeurIPS 2020 What Shapes Feature Representations? Exploring Datasets, Architectures, and Training Katherine Hermann, Andrew Lampinen

ICLRW 2019 Data for Free: Fewer-Shot Algorithm Learning with Parametricity Data Augmentation Owen Lewis, Katherine Hermann