Search Results for author: Sofia Triantafyllou

Found 1 papers, 0 papers with code

Augmentation by Counterfactual Explanation -- Fixing an Overconfident Classifier

no code implementations21 Oct 2022 Sumedha Singla, Nihal Murali, Forough Arabshahi, Sofia Triantafyllou, Kayhan Batmanghelich

The classification outcome should reflect a high uncertainty on ambiguous in-distribution samples that lie close to the decision boundary.

Autonomous Driving counterfactual +1

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