Log in to save to my catalogue

Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearni...

Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearni...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_3115228883

Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearning

About this item

Full title

Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearning

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2024-10

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

Subjects

Subjects and topics

More information

Scope and Contents

Contents

As text-to-image diffusion models become advanced enough for commercial applications, there is also increasing concern about their potential for malicious and harmful use. Model unlearning has been proposed to mitigate the concerns by removing undesired and potentially harmful information from the pre-trained model. So far, the success of unlearnin...

Alternative Titles

Full title

Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearning

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_3115228883

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_3115228883

Other Identifiers

E-ISSN

2331-8422

How to access this item