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Sequential Flow Straightening for Generative Modeling

Sequential Flow Straightening for Generative Modeling

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2925283331

Sequential Flow Straightening for Generative Modeling

About this item

Full title

Sequential Flow Straightening for Generative Modeling

Author / Creator

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2024-02

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

Straightening the probability flow of the continuous-time generative models, such as diffusion models or flow-based models, is the key to fast sampling through the numerical solvers, existing methods learn a linear path by directly generating the probability path the joint distribution between the noise and data distribution. One key reason for the...

Alternative Titles

Full title

Sequential Flow Straightening for Generative Modeling

Authors, Artists and Contributors

Author / Creator

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2925283331

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2925283331

Other Identifiers

E-ISSN

2331-8422

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