conftrace_

neural network calibration

6 papers

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Co-occurring keywords · papers mentioning both

expected calibration error (3) confidence calibration (3) temperature scaling (2) train-time regularization (1) confidence estimation (1) ood detection (1) domain shift (1) cross-entropy loss (1) uncertainty estimation (1) out-of-distribution detection (1)

Papers

NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration AAAI 2023 Sample-Dependent Adaptive Temperature Scaling for Improved Calibration AAAI 2023 A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration CVPR 2022 Density-driven Regularization for Out-of-distribution Detection NeurIPS 2022 Soft Calibration Objectives for Neural Networks NeurIPS 2021 Calibrating Structured Output Predictors for Natural Language Processing ACL 2020