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distribution calibration

11 papers

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Co-occurring keywords · papers mentioning both

few-shot learning (5) domain adaptation (3) decision calibration (2) probability calibration (2) uncertainty quantification (2) conformal risk control (1) image caption evaluation (1) clip score (1) monte carlo dropout (1) swap regret (1)

Papers

Three Types of Calibration using Properties and their Semantic and Formal Relationships JMLR 2026 A Conformal Risk Control Framework for Granular Word Assessment and Uncertainty Calibration of CLIPScore Quality Estimates ACL 2025 Twofold Debiasing Enhances Fine-Grained Learning with Coarse Labels AAAI 2025 ActiveDC: Distribution Calibration for Active Finetuning CVPR 2024 Cross-Modal Feature Distribution Calibration for Few-Shot Visual Question Answering AAAI 2024 Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport NeurIPS 2022 Distribution Calibration for Out-of-Domain Detection with Bayesian Approximation COLING 2022 Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling AAAI 2022 Calibrating Predictions to Decisions: A Novel Approach to Multi-Class Calibration NeurIPS 2021 Free Lunch for Few-shot Learning: Distribution Calibration ICLR 2021 Distribution calibration for regression ICML 2019