Score-based generative models are provably robust: an uncertainty quantification perspective

Item #:

079017-2017

Details

DOI: https://doi.org/10.52202/079017-2017
Author(s): Markos Katsoulakis, Nikiforos Mimikos-Stamatopoulos, Benjamin Zhang
Pages: 63154-63183 (30 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-2017
Author(s): Markos Katsoulakis, Nikiforos Mimikos-Stamatopoulos, Benjamin Zhang
Pages: 63154-63183 (30 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)