conftrace_

calibration

36 papers

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Co-occurring keywords · papers mentioning both

temperature scaling (5) large language model (4) epistemic uncertainty (3) conformal prediction (3) vision-language model (2) aleatoric uncertainty (2) expected calibration error (2) fine tuning (2) post-hoc (2) confidence (2)

Papers

Open-Vocabulary Calibration for Fine-tuned CLIP ICML 2024 Pseudo-Calibration: Improving Predictive Uncertainty Estimation in Unsupervised Domain Adaptation ICML 2024 Revisit the Essence of Distilling Knowledge through Calibration ICML 2024 Sampling-based Multi-dimensional Recalibration ICML 2024 Simulation-Based Inference with Quantile Regression ICML 2024 Source-Free Domain-Invariant Performance Prediction ECCV 2024 Thermometer: Towards Universal Calibration for Large Language Models ICML 2024 Tilt and Average : Geometric Adjustment of the Last Layer for Recalibration ICML 2024 On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation NeurIPS 2013 On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking NeurIPS 2012 Reducing Calibration Time For Brain-Computer Interfaces: A Clustering Approach NeurIPS 2006