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Measures and manages uncertainties in model predictions. Enhances decision-making by providing confidence levels in computer vision tasks.
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 Bridging the Gap Between Bayesian Deep Learning and Ensemble Weather Forecasts Xinlei Xiong Wenbo Hu Shuxun Zhou Kaifeng Bi Lingxi Xie Ying Liu Richang Hong Qi Tian | |||
 Credal Ensemble Distillation for Uncertainty Quantification Kaizheng Wang Fabio Cuzzolin David Moens Hans Hallez | |||
 Neural Variational Dropout ProcessesInternational Conference on Learning Representations (ICLR), 2025 | |||
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 Uncertainty-Supervised Interpretable and Robust Evidential SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 | |||
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