Max Planck Institute for Intelligent Systems, Tübingen; Max Planck Institute for Intelligent Systems, Tübingen; University of Cambridge; Max Planck Institute for Intelligent Systems, Tübingen; University of Edinburgh
Cian Eastwood, Shashank Singh, Andrei L Nicolicioiu, Marin Vlastelica Pogančić, Julius von Kügelgen, Bernhard Schölkopf
invariant prediction;spurious correlations;out-of-distribution generalization;domain generalization;domain adaptation;test-time domain adaptation
Spuriosity Didn’t Kill the Classifier: Using Invariant Predictions to Harness Spurious Features