2025
Torch-Uncertainty: Deep Learning Uncertainty Quantification
NeurIPS 2025spotlight
Deep Neural Networks (DNNs) have demonstrated remarkable performance across various domains, including computer vision and natural language processing. However, they often struggle to accurately quantify their predictions' uncertainty, limiting their broader adoption in critical industrial applicati…