conftrace_

post-hoc method

7 papers

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Co-occurring keywords · papers mentioning both

out-of-distribution detection (2) threshold-based labeling (1) coverage improvement (1) aleatoric uncertainty (1) laplacian eigenvalue (1) task uncertainty (1) inference time (1) softmax output (1) threshold optimization (1) fair classifier (1)

Papers

SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps IJCAI 2025 UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything Model ICML 2025 Fair Classifiers that Abstain without Harm ICLR 2024 How to Fix a Broken Confidence Estimator: Evaluating Post-hoc Methods for Selective Classification with Deep Neural Networks UAI 2024 Pearls from Pebbles: Improved Confidence Functions for Auto-labeling NeurIPS 2024 Extremely Simple Activation Shaping for Out-of-Distribution Detection ICLR 2023 Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification EMNLP 2019