ServiceNow AI Research

Calibration

Constraining Representations Yields Models That Know What They Don't Know
Constraining Representations Yields Models That Know What They Don't Know
A well-known failure mode of neural networks is that they may confidently return erroneous predictions. Such unsafe behaviour is …
International Conference of Learning Representations (ICLR),  2023.
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