Towards Maximizing the Representation Gap between In-Domain & Out-of-Di ...

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Towards Maximizing the Representation Gap
between In-Domain & Out-of-Distribution Examples

              Jay Nandy   Wynne Hsu    Mong Li Lee
                 National University of Singapore
              {jaynandy,whsu,leeml}@comp.nus.edu.sg

                        Abstract
     Among existing uncertainty estimation approaches, Dirichlet Prior Network (DPN)
     distinctly models different predictive uncertainty types. However, for in-domain
     examples with high data uncertainties among  ...

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