Towards Intrinsically Calibrated Uncertainty Quantification in Industrial Data-Driven Models via Diffusion Sampler
Explore a novel diffusion-based framework for achieving intrinsic uncertainty calibration in industrial models, eliminating the need for post-hoc adjustments.
Level: advanced
By Yiran Ma, Jerome Le Ny, Zhichao Chen, Zhihuan Song