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ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing

ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_3068235973

ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing

About this item

Full title

ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing

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

Subjects

More information

Scope and Contents

Contents

This paper proposes ConsistDreamer - a novel framework that lifts 2D diffusion models with 3D awareness and 3D consistency, thus enabling high-fidelity instruction-guided scene editing. To overcome the fundamental limitation of missing 3D consistency in 2D diffusion models, our key insight is to introduce three synergetic strategies that augment th...

Alternative Titles

Full title

ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_3068235973

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_3068235973

Other Identifiers

E-ISSN

2331-8422

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