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Confidence Estimation via Auxiliary Models

Charles Corbière , Nicolas Thome , Antoine Saporta , Tuan-Hung Vu , Matthieu Cord , et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence, In press, pp.1-1. ⟨10.1109/TPAMI.2021.3085983⟩
Article dans une revue hal-03252079v1
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Addressing Failure Prediction by Learning Model Confidence

Charles Corbière , Nicolas Thome , Avner Bar-Hen , Matthieu Cord , Patrick Pérez
33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Dec 2019, Vancouver, Canada. pp.2898-2909
Communication dans un congrès hal-02469747v1
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Beyond First-Order Uncertainty Estimation with Evidential Models for Open-World Recognition

Charles Corbière , Marc Lafon , Nicolas Thome , Matthieu Cord , Patrick Pérez
ICML 2021 Workshop on Uncertainty and Robustness in Deep Learning, Sep 2021, Virtual, Austria
Communication dans un congrès hal-03347628v1