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SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset

SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_3070859188

SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset

About this item

Full title

SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2024-06

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

To mitigate the risk of harmful outputs from large vision models (LVMs), we introduce the SafeSora dataset to promote research on aligning text-to-video generation with human values. This dataset encompasses human preferences in text-to-video generation tasks along two primary dimensions: helpfulness and harmlessness. To capture in-depth human pref...

Alternative Titles

Full title

SafeSora: Towards Safety Alignment of Text2Video Generation via a Human Preference Dataset

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_3070859188

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_3070859188

Other Identifiers

E-ISSN

2331-8422

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