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evidential regression

5 papers

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uncertainty quantification (5) neural network (3) aleatoric uncertainty (3) epistemic uncertainty (3) deep evidential regression (2) deep learning (2) normal-inverse-gamma prior (1) normal inverse gamma (1) dempster-shafer theory (1) evidence theory (1)

Papers

The Evidence Contraction Issue in Deep Evidential Regression: Discussion and Solution AAAI 2024 Uncertainty Regularized Evidential Regression AAAI 2024 Estimating the Uncertainty in Emotion Attributes using Deep Evidential Regression ACL 2023 The Unreasonable Effectiveness of Deep Evidential Regression AAAI 2023 Deep Evidential Regression NeurIPS 2020