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Agree-to-Disagree

Repository for the paper: "Agree to Disagree: Diversity through Disagreement for Better Transferability"

Reproducing our results

2D toy setup

To reproduce the 2D D-BAT results (Figure 1), see this notebook.

Results on datasets with completely spurious correlation

Results on "natural" datasets

Install WILDS: pip install wilds

Results on uncertainty and OOD detection