Quantifying Epistemic Uncertainty in Diffusion Models

Aditi Gupta, Raphael A. Meyer, Yotam Yaniv +2

To ensure high quality outputs, it is important to quantify the epistemic uncertainty of diffusion models. Existing methods are often unreliable because they mix epistemic and alea…