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Found 2 papers, 1 papers with code
Spuriosity Rankings for Free: A Simple Framework for Last Layer Retraining Based on Object Detection
A promising solution to this problem is last-layer retraining, which involves retraining the linear classifier head on a small subset of data without spurious cues.
Your Out-of-Distribution Detection Method is Not Robust!
Therefore, unlike OOD detection in the standard setting, access to OOD, as well as in-distribution, samples sounds necessary in the adversarial training setup.
Out-of-Distribution Detection
Out of Distribution (OOD) Detection
