mlsanityData to 14 Oct 2026

EditP23: 3D Editing via Propagation of Image Prompts to Multi-View

arXiv 2506.20652 ↗First posted 25 Jun 2025cs.GR cs.CVcited by 20

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Abstract (arXiv)

We present EditP23, a method for mask-free 3D editing that propagates 2D image edits to multi-view representations in a 3D-consistent manner. In contrast to traditional approaches that rely on text-based prompting or explicit spatial masks, EditP23 enables intuitive edits by conditioning on a pair of images: an original view and its user-edited counterpart. These image prompts are used to guide an edit-aware flow in the latent space of a pre-trained multi-view diffusion model, allowing the edit to be coherently propagated across views. Our method operates in a feed-forward manner, without optimization, and preserves the identity of the original object, in both structure and appearance. We demonstrate its effectiveness across a range of object categories and editing scenarios, achieving high fidelity to the source while requiring no manual masks.

Key facts. Cited by 20 papers in the map (data through 14 Oct 2026). Builds on 28 of its 42 references that are in the map. First posted on arXiv 25 Jun 2025.

Builds on

28 of 42 references.

References · 28

  1. 2021GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Modelscited by 3,614
  2. 2022DreamFusion: Text-to-3D using 2D Diffusioncited by 3,025
  3. 2022InstructPix2Pix: Learning to Follow Image Editing Instructionscited by 2,611
  4. 2022Objaverse: A Universe of Annotated 3D Objectscited by 1,540
  5. 2023MVDream: Multi-view Diffusion for 3D Generationcited by 938
  6. 2021Blended Diffusion for Text-driven Editing of Natural Imagescited by 927
  7. 2023Objaverse-XL: A Universe of 10M+ 3D Objectscited by 774
  8. 2024Structured 3D Latents for Scalable and Versatile 3D Generationcited by 770
  9. 2024LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creationcited by 739
  10. 2023MasaCtrl: Tuning-Free Mutual Self-Attention Control for Consistent Image Synthesis and Editingcited by 727
  11. 2023SyncDreamer: Generating Multiview-consistent Images from a Single-view Imagecited by 645
  12. 2023Zero123++: a Single Image to Consistent Multi-view Diffusion Base Modelcited by 521
16 more
  1. 2023Instruct-NeRF2NeRF: Editing 3D Scenes with Instructionscited by 484
  2. 2023Shap-E: Generating Conditional 3D Implicit Functionscited by 385
  3. 2023An Edit Friendly DDPM Noise Space: Inversion and Manipulationscited by 244
  4. 2024FlowEdit: Inversion-Free Text-Based Editing Using Pre-Trained Flow Modelscited by 217
  5. 2024CRM: Single Image to 3D Textured Mesh with Convolutional Reconstruction Modelcited by 215
  6. 2023Delta Denoising Scorecited by 121
  7. 2023Vox-E: Text-guided Voxel Editing of 3D Objectscited by 115
  8. 2024DGE: Direct Gaussian 3D Editing by Consistent Multi-view Editingcited by 94
  9. 2024TIP-Editor: An Accurate 3D Editor Following Both Text-Prompts And Image-Promptscited by 77
  10. 2023SKED: Sketch-guided Text-based 3D Editingcited by 73
  11. 2023NeRFiller: Completing Scenes via Generative 3D Inpaintingcited by 62
  12. 2024Generic 3D Diffusion Adapter Using Controlled Multi-View Editingcited by 47
  13. 2024Instant3dit: Multiview Inpainting for Fast Editing of 3D Objectscited by 44
  14. 2024PrEditor3D: Fast and Precise 3D Shape Editingcited by 28
  15. 2024Consolidating Attention Features for Multi-view Image Editingcited by 19
  16. 2024Sharp-It: A Multi-view to Multi-view Diffusion Model for 3D Synthesis and Manipulationcited by 6

Built on by

Cited by year (2026 to 14 Oct)

Citing papers per year: 2025: 7; 2026: 13.

20 papers.

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  1. 2025NANO3D: A Training-Free Approach for Efficient 3D Editing Without Maskscited by 31
  2. 2025Fast Multi-view Consistent 3D Editing with Video Priorscited by 12
  3. 2025Towards Scalable and Consistent 3D Editingcited by 10
  4. 2026Feedforward 3D Editing Learns from Semantic-Part Transformationcited by 10
  5. 2025AnchorFlow: Training-Free 3D Editing via Latent Anchor-Aligned Flowscited by 9
  6. 2025SplatPainter: Interactive Authoring of 3D Gaussians from 2D Edits via Test-Time Trainingcited by 7
  7. 2026Omni-3DEdit: Generalized Versatile 3D Editing in One-Passcited by 6
  8. 2025Native 3D Editing with Full Attentioncited by 4
  9. 2026VecSet-Edit: Unleashing Pre-trained LRM for Mesh Editing from Single Imagecited by 4
  10. 2026ShapeUP: Scalable Image-Conditioned 3D Editingcited by 4
  11. 2026Beyond Voxel 3D Editing: Learning from 3D Masks and Self-Constructed Datacited by 2
  12. 2026StreamEdit: Training-Free Video Editing via Few-Step Streaming Video Generationcited by 2
8 more
  1. 2026TanGO: Training-Free 3D Editing via Tangent-Space Guidance and Optimizationcited by 2
  2. 2025InstructMix2Mix: Consistent Sparse-View Editing Through Multi-View Model Personalizationcited by 1
  3. 2026EditVerse3D: High-Quality 3D Object Editing with Region-Aware Learningcited by 1
  4. 2026EditFlow3D: Automated Local Editing of 3D Assets with Trajectory Preservationcited by 1
  5. 2026CompoSE: Compositional Synthesis and Editing of 3D Shapes via Part-Aware Controlcited by 0
  6. 2026Hunyuan3D-Buffalo 1.0: A Unified Multimodal Model for Scalable 3D Generation, Understanding, and Editingcited by 0
  7. 2026Learning 3D Editing without Paired Supervision via Generative Prior Distillationcited by 0
  8. 2026UMAS3D: Unified Mask-Free 3D Editing with Region-Adaptive Source Preservationcited by 0

Similar, not cited

Close in wording, no citation either way

  1. 2025Tinker: Diffusion's Gift to 3D--Multi-View Consistent Editing From Sparse Inputs without Per-Scene Optimization
  2. 20253D-LATTE: Latent Space 3D Editing from Textual Instructions
  3. 2026DreamEdit3D: Personalization of Multi-View Diffusion Models for 3D Editing
  4. 2026Look Before You Edit: Attention-Guided Camera Placement and Multi-View Alignment for 3D Gaussian Splatting Editing
  5. 2025Edit360: 2D Image Edits to 3D Assets from Any Angle
  6. 20253D-Fixup: Advancing Photo Editing with 3D Priors
  7. 2024Towards a Training Free Approach for 3D Scene Editing
  8. 2025Coupled Diffusion Sampling for Training-Free Multi-View Image Editing