Search Results for author: Pierre-Andre Noel

Found 1 papers, 0 papers with code

Constraining Representations Yields Models That Know What They Don't Know

no code implementations30 Aug 2022 Joao Monteiro, Pau Rodriguez, Pierre-Andre Noel, Issam Laradji, David Vazquez

In the add-on case, the original neural network's inference head is completely unaffected (so its accuracy remains the same) but we now have the option to use TAC's own confidence and prediction when determining which course of action to take in an hypothetical production workflow.

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