conftrace_

uncertainty attribution

4 papers

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uncertainty quantification (2) path integral (1) uncertainty mitigation (1) faithfulness (1) gumbel-sigmoid reparameterization (1) informative perturbations (1) segment anything model (sam) (1) large language model (1) saliency mask (1) gradient-based attribution (1)

Papers

Beyond "I Don’t Know": Evaluating LLM Self-Awareness in Discriminating Data and Model Uncertainty ACL 2026 Optimization-based Uncertainty Attribution Via Learning Informative Perturbations ECCV 2024 Gradient-Based Uncertainty Attribution for Explainable Bayesian Deep Learning CVPR 2023 Attribution of predictive uncertainties in classification models UAI 2022