Paper Citation Record · LEDGER

Stable Flow: Vital Layers for Training-Free Image Editing

As of 19 August 2026, this Paper Citation Record lists 100 of 107 outbound references and 5 inbound Pith citation observations for arXiv:2411.14430.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2411.14430 v2

Coverage vector

measured 100 of 107 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:16:21.756370Z

measured 105 of 105 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:36:29.138986Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-22T18:55:03.354530Z

Reference resolution

100 of 107 outbound references displayed

verified exact2
verified fuzzy30
unresolved68
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 60748a35-3030-4661-8a7a-e4a548246cce · outbound

This paper cites Im- age2stylegan: How to embed images into the stylegan la- tent space? In Proceedings of the IEEE/CVF International Conference on Computer Vision , pages 4432–4441, 2019.

Stable Flow: Vital Layers for Training-Free Image Editing Im- age2stylegan: How to embed images into the stylegan la- tent space? In Proceedings of the IEEE/CVF International Conference on Computer Vision , pages 4432–4441, 2019

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.256662Z

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Observation c81d6875-624e-42b6-81eb-3c741546726d · outbound

This paper cites Im- age2stylegan++: How to edit the embedded images? In Proceedings of the IEEE/CVF conference on computer vi- sion and pattern recognition, pages 8296–8305, 2020.

Stable Flow: Vital Layers for Training-Free Image Editing Im- age2stylegan++: How to edit the embedded images? In Proceedings of the IEEE/CVF conference on computer vi- sion and pattern recognition, pages 8296–8305, 2020

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.262101Z

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Observation dc2e126a-dbba-4df1-932c-efe030b43ef5 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

Stable Flow: Vital Layers for Training-Free Image Editing Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.267286Z

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Observation 9db25c68-d1ef-4710-8b1d-9deaba921d1d · outbound

This paper cites Hyperstyle: Stylegan inversion with hypernetworks for real image editing.

Stable Flow: Vital Layers for Training-Free Image Editing Hyperstyle: Stylegan inversion with hypernetworks for real image editing

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.272755Z

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Observation da64b33f-fb68-40f7-8bd7-3feb97d4552a · outbound

This paper cites Cross-image atten- tion for zero-shot appearance transfer.

Stable Flow: Vital Layers for Training-Free Image Editing Cross-image atten- tion for zero-shot appearance transfer

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.277696Z

Source-reported events for the cited work

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Observation 09528247-bba2-4495-bf1c-ec1db7fc5867 · outbound

This paper cites Building Normalizing Flows with Stochastic Interpolants.

Stable Flow: Vital Layers for Training-Free Image Editing Building Normalizing Flows with Stochastic Interpolants

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.282421Z

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Observation e9f86e4f-27b4-48a5-9800-b62b6426f458 · outbound

This paper cites Amazon mechanical turk.

Stable Flow: Vital Layers for Training-Free Image Editing Amazon mechanical turk

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.288434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58b9a8b6-debe-439c-8298-85ac23d09758 · outbound

This paper cites Palp: Prompt aligned personalization of text-to- image models.

Stable Flow: Vital Layers for Training-Free Image Editing Palp: Prompt aligned personalization of text-to- image models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.293794Z

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Observation c435343a-ab77-477f-aebc-b0ccccc22dad · outbound

This paper cites Blended diffusion for text-driven editing of natural images.

Stable Flow: Vital Layers for Training-Free Image Editing Blended diffusion for text-driven editing of natural images

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.299472Z

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Observation 3487ddfa-25b1-47b8-bf71-1b609490a6b9 · outbound

This paper cites Blended latent diffusion.

Stable Flow: Vital Layers for Training-Free Image Editing Blended latent diffusion

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.304650Z

Source-reported events for the cited work

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Observation d3086786-d761-47c2-b2bf-b8902ea52af1 · outbound

This paper cites Spatext: Spatio-textual representation for controllable image generation.

Stable Flow: Vital Layers for Training-Free Image Editing Spatext: Spatio-textual representation for controllable image generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.309532Z

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Observation 5beb8a38-6e59-4499-98ba-e26c744ddfd2 · outbound

This paper cites DiffUHaul: A Training-Free Method for Object Dragging in Images.

Stable Flow: Vital Layers for Training-Free Image Editing DiffUHaul: A Training-Free Method for Object Dragging in Images

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.314500Z

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Observation bdf8a708-c81f-4ee5-90e5-0a2baf68af89 · outbound

This paper cites The chosen one: Consistent characters in text- to-image diffusion models.

Stable Flow: Vital Layers for Training-Free Image Editing The chosen one: Consistent characters in text- to-image diffusion models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.319356Z

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Observation 5b8d3ed2-96be-4262-87e6-fb733c435fc3 · outbound

This paper cites Text2LIVE: Text-Driven Layered Image and Video Editing.

Stable Flow: Vital Layers for Training-Free Image Editing Text2LIVE: Text-Driven Layered Image and Video Editing

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.324033Z

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Observation 93876a06-dfe7-4d6b-8029-d115a84131c4 · outbound

This paper cites Peebles, Jonas Wulff, Bolei Zhou, Jun-Yan Zhu, and Antonio Torralba.

Stable Flow: Vital Layers for Training-Free Image Editing Peebles, Jonas Wulff, Bolei Zhou, Jun-Yan Zhu, and Antonio Torralba

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.329914Z

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Observation 8fbf1f1b-453d-459f-8a9a-dccf847c4ad8 · outbound

This paper cites Paint by Word.

Stable Flow: Vital Layers for Training-Free Image Editing Paint by Word

Reference 16

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Observation bd806d4f-8e23-444a-8d77-a9d4ae4b5aac · outbound

This paper cites Ledits++: Limitless image editing us- ing text-to-image models.

Stable Flow: Vital Layers for Training-Free Image Editing Ledits++: Limitless image editing us- ing text-to-image models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.340949Z

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Observation 55e9d8d7-1ff9-4b0e-9aa1-49bc2d6a7332 · outbound

This paper cites an unresolved cited work.

Stable Flow: Vital Layers for Training-Free Image Editing Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.346450Z

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Observation e93b9a73-3929-4fc2-8d69-55405b0efa13 · outbound

This paper cites MasaCtrl: tuning-free mutual self-attention control for consistent image synthe- sis and editing.

Stable Flow: Vital Layers for Training-Free Image Editing MasaCtrl: tuning-free mutual self-attention control for consistent image synthe- sis and editing

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.351556Z

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Observation 9db44ea0-c84b-4268-92dc-a67c28dd4d5d · outbound

This paper cites Emerging properties in self-supervised vision transformers.

Stable Flow: Vital Layers for Training-Free Image Editing Emerging properties in self-supervised vision transformers

Reference 20

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Source-reported events for the cited work

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Observation 1cade478-23e6-496c-95eb-0b5c2ffa3878 · outbound

This paper cites Still-Moving: Customized Video Generation without Customized Video Data.

Stable Flow: Vital Layers for Training-Free Image Editing Still-Moving: Customized Video Generation without Customized Video Data

Reference 21

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Observation e1c7f514-b2d2-4533-980c-ef3bec5c0617 · outbound

This paper cites Diffedit: Diffusion-based semantic image editing with mask guidance.

Stable Flow: Vital Layers for Training-Free Image Editing Diffedit: Diffusion-based semantic image editing with mask guidance

Reference 22

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Observation fb679a10-d17e-4e75-a86d-adef496b06ac · outbound

This paper cites Be Yourself: Bounded Attention for Multi-Subject Text-to-Image Generation.

Stable Flow: Vital Layers for Training-Free Image Editing Be Yourself: Bounded Attention for Multi-Subject Text-to-Image Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.372189Z

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Observation f447f866-11ba-4185-b6c2-8ec3041d0a3a · outbound

This paper cites TurboEdit: Text-Based Image Editing Using Few-Step Diffusion Models.

Stable Flow: Vital Layers for Training-Free Image Editing TurboEdit: Text-Based Image Editing Using Few-Step Diffusion Models

Reference 24

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Observation 5ba50bc5-7b26-41d9-aedf-8dc475a52ecf · outbound

This paper cites an unresolved cited work.

Stable Flow: Vital Layers for Training-Free Image Editing Unresolved cited work

Reference 25

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Source-reported events for the cited work

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Observation 77b5c207-fde9-419f-8445-1b425e2d58dd · outbound

This paper cites Scaling Rectified Flow Transformers for High-Resolution Image Synthesis.

Stable Flow: Vital Layers for Training-Free Image Editing Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Reference 26

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Observation 7c3e059d-733b-4a12-b189-2f55f5ece01c · outbound

This paper cites Boosting Latent Diffusion with Flow Matching.

Stable Flow: Vital Layers for Training-Free Image Editing Boosting Latent Diffusion with Flow Matching

Reference 27

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Observation f8bf9fc2-d84d-4a3a-99cf-af24a84ceddf · outbound

This paper cites Implicit Style-Content Separation using B-LoRA.

Stable Flow: Vital Layers for Training-Free Image Editing Implicit Style-Content Separation using B-LoRA

Reference 28

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Observation b2c7d48d-c337-4ca6-b0e7-2aa46e663098 · outbound

This paper cites Bermano, Gal Chechik, and Daniel Cohen-Or.

Stable Flow: Vital Layers for Training-Free Image Editing Bermano, Gal Chechik, and Daniel Cohen-Or

Reference 29

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Observation 617868ff-ff69-4656-bf46-7331965314a2 · outbound

This paper cites ReNoise: Real Image Inversion Through Iterative Noising.

Stable Flow: Vital Layers for Training-Free Image Editing ReNoise: Real Image Inversion Through Iterative Noising

Reference 30

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Observation f84ea820-c2db-476b-a6f3-f63509f9e675 · outbound

This paper cites TokenFlow: Consistent Diffusion Features for Consistent Video Editing.

Stable Flow: Vital Layers for Training-Free Image Editing TokenFlow: Consistent Diffusion Features for Consistent Video Editing

Reference 31

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Observation 6799ff17-eabf-4de9-999c-e4f1e8f8b374 · outbound

This paper cites Generative adversarial nets.

Stable Flow: Vital Layers for Training-Free Image Editing Generative adversarial nets

Reference 32

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Observation 8f3cb462-ee32-4f7a-b1da-0bf2e725f8b4 · outbound

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Stable Flow: Vital Layers for Training-Free Image Editing Unresolved cited work

Reference 33

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Observation d5cbcca6-6d8a-491a-adfd-9350019ea085 · outbound

This paper cites Zhang, Shaoqing Ren, and Jian Sun.

Stable Flow: Vital Layers for Training-Free Image Editing Zhang, Shaoqing Ren, and Jian Sun

Reference 34

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Observation e771f8d8-1501-4a6c-ae43-b5cbbcccfc0f · outbound

This paper cites Prompt-to-prompt image editing with cross-attention control.

Stable Flow: Vital Layers for Training-Free Image Editing Prompt-to-prompt image editing with cross-attention control

Reference 35

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Observation d2cc8eeb-1d62-4abd-91d4-f702d47771e7 · outbound

This paper cites Style aligned image generation via shared atten- tion.

Stable Flow: Vital Layers for Training-Free Image Editing Style aligned image generation via shared atten- tion

Reference 36

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Observation 96409812-0b53-467e-8915-f9e943684dca · outbound

This paper cites Denoising dif- fusion probabilistic models.

Stable Flow: Vital Layers for Training-Free Image Editing Denoising dif- fusion probabilistic models

Reference 37

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Observation ad5ba075-4f7d-4ecc-9838-cbd64f1b4132 · outbound

This paper cites Recovering the Pre-Fine-Tuning Weights of Generative Models.

Stable Flow: Vital Layers for Training-Free Image Editing Recovering the Pre-Fine-Tuning Weights of Generative Models

Reference 38

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Observation f96eb049-5239-4f48-9eab-5537d712ac95 · outbound

This paper cites Region-Aware Diffusion for Zero-shot Text-driven Image Editing.

Stable Flow: Vital Layers for Training-Free Image Editing Region-Aware Diffusion for Zero-shot Text-driven Image Editing

Reference 39

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Observation 73d03b55-8985-45aa-993a-345a2c32f6fd · outbound

This paper cites Diffusion Model-Based Image Editing: A Survey.

Stable Flow: Vital Layers for Training-Free Image Editing Diffusion Model-Based Image Editing: A Survey

Reference 40

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Observation 1d5f9428-b469-4b84-96a0-52296392d971 · outbound

This paper cites An edit friendly ddpm noise space: Inversion and manipulations.

Stable Flow: Vital Layers for Training-Free Image Editing An edit friendly ddpm noise space: Inversion and manipulations

Reference 41

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This paper cites Visual Style Prompting with Swapping Self-Attention.

Stable Flow: Vital Layers for Training-Free Image Editing Visual Style Prompting with Swapping Self-Attention

Reference 42

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This paper cites Perceptual Losses for Real-Time Style Transfer and Super-Resolution.

Stable Flow: Vital Layers for Training-Free Image Editing Perceptual Losses for Real-Time Style Transfer and Super-Resolution

Reference 43

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This paper cites A style-based generator architecture for generative adversarial networks.

Stable Flow: Vital Layers for Training-Free Image Editing A style-based generator architecture for generative adversarial networks

Reference 44

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Observation cfc9a67b-f6a5-4a05-9ae0-c522df002b84 · outbound

This paper cites Analyzing and improv- ing the image quality of stylegan.

Stable Flow: Vital Layers for Training-Free Image Editing Analyzing and improv- ing the image quality of stylegan

Reference 45

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This paper cites Imagic: Text-based real image editing with diffusion mod- els.

Stable Flow: Vital Layers for Training-Free Image Editing Imagic: Text-based real image editing with diffusion mod- els

Reference 46

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Observation a67b10e3-886c-46d3-bc55-5ffe8bc0e63e · outbound

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Stable Flow: Vital Layers for Training-Free Image Editing Unresolved cited work

Reference 47

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Observation 7d03cbf0-cdcd-4d17-9b86-633039dc6242 · outbound

This paper cites Zone: Zero-shot instruction-guided local editing.

Stable Flow: Vital Layers for Training-Free Image Editing Zone: Zero-shot instruction-guided local editing

Reference 48

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Observation 0ecf7f2c-3981-4bc1-a8b6-65def5d54924 · outbound

This paper cites Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Doll ´ar, and C.

Stable Flow: Vital Layers for Training-Free Image Editing Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Doll ´ar, and C

Reference 49

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Observation 87cba597-a7a0-40cd-9c38-d74d825b2b1e · outbound

This paper cites Flow Matching for Generative Modeling.

Stable Flow: Vital Layers for Training-Free Image Editing Flow Matching for Generative Modeling

Reference 50

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Observation 03898683-bf71-460a-ac08-6f9fcd3e8e1f · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

Stable Flow: Vital Layers for Training-Free Image Editing Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 51

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Observation bf8a1610-d6c3-4ab7-acc4-3772ba89e3e4 · outbound

This paper cites Lightning-Fast Image Inversion and Editing for Text-to-Image Diffusion Models.

Stable Flow: Vital Layers for Training-Free Image Editing Lightning-Fast Image Inversion and Editing for Text-to-Image Diffusion Models

Reference 52

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This paper cites Sdedit: Guided image synthesis and editing with stochastic differential equations.

Stable Flow: Vital Layers for Training-Free Image Editing Sdedit: Guided image synthesis and editing with stochastic differential equations

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:23.027980Z

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Observation ddc5b204-06bb-4a54-8af0-3609e87f03b1 · outbound

This paper cites Null-text inversion for editing real im- ages using guided diffusion models.

Stable Flow: Vital Layers for Training-Free Image Editing Null-text inversion for editing real im- ages using guided diffusion models

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:23.012718Z

Source-reported events for the cited work

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Observation 639a7bb4-23df-40b1-a558-f9d230a4d3eb · outbound

This paper cites Glide: Towards photorealistic image genera- tion and editing with text-guided diffusion models.

Stable Flow: Vital Layers for Training-Free Image Editing Glide: Towards photorealistic image genera- tion and editing with text-guided diffusion models

Reference 55

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Observation 1ad331a7-5e8e-4353-aabb-9aac97b0decf · outbound

This paper cites Lazy Diffusion Transformer for Interactive Image Editing.

Stable Flow: Vital Layers for Training-Free Image Editing Lazy Diffusion Transformer for Interactive Image Editing

Reference 56

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Stable Flow: Vital Layers for Training-Free Image Editing Unresolved cited work

Reference 57

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Observation 1d06d0c4-59f5-4265-8737-7583c8cc593d · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

Stable Flow: Vital Layers for Training-Free Image Editing DINOv2: Learning Robust Visual Features without Supervision

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This paper cites Effective real image editing with accelerated it- erative diffusion inversion.

Stable Flow: Vital Layers for Training-Free Image Editing Effective real image editing with accelerated it- erative diffusion inversion

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Observation e1f2516a-d3a0-4231-8b45-daad76d7bf92 · outbound

This paper cites Spatially-adaptive multilayer selection for gan inversion and editing.

Stable Flow: Vital Layers for Training-Free Image Editing Spatially-adaptive multilayer selection for gan inversion and editing

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Observation 671f24af-3c58-4de1-a8e3-57980657acd5 · outbound

This paper cites Zero-shot image- to-image translation.

Stable Flow: Vital Layers for Training-Free Image Editing Zero-shot image- to-image translation

Reference 61

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Observation 0cd00a97-fd7f-4707-9756-47a5e2f1a9c0 · outbound

This paper cites Styleclip: Text-driven manipu- lation of stylegan imagery.

Stable Flow: Vital Layers for Training-Free Image Editing Styleclip: Text-driven manipu- lation of stylegan imagery

Reference 62

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Observation 33c7c7bf-d65e-4ce5-9e98-8bda6933b49d · outbound

This paper cites Localizing object-level shape variations with text-to-image diffusion models.

Stable Flow: Vital Layers for Training-Free Image Editing Localizing object-level shape variations with text-to-image diffusion models

Reference 63

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Observation 2089dfdb-4ffd-41f4-8d05-50e1cd3a516f · outbound

This paper cites Peebles and Saining Xie.

Stable Flow: Vital Layers for Training-Free Image Editing Peebles and Saining Xie

Reference 64

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Observation 062f86f0-0d53-426b-8cad-9246d99a0167 · outbound

This paper cites Adjeroh, and Gianfranco Doretto.

Stable Flow: Vital Layers for Training-Free Image Editing Adjeroh, and Gianfranco Doretto

Reference 65

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Observation fde5bd2e-2b73-4c28-a789-ec1170df2920 · outbound

This paper cites State of the Art on Diffusion Models for Visual Computing.

Stable Flow: Vital Layers for Training-Free Image Editing State of the Art on Diffusion Models for Visual Computing

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Observation f4875a13-36e6-4bc5-b0c6-8a74b8f8ec73 · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

Stable Flow: Vital Layers for Training-Free Image Editing SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 67

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Observation eafecd1f-4b7e-48d8-8ef4-df6b319c0523 · outbound

This paper cites Learning transferable visual models from natural language supervision.

Stable Flow: Vital Layers for Training-Free Image Editing Learning transferable visual models from natural language supervision

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.840806Z

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Observation 6d7832a3-8469-4f03-9ed0-851e80dbe5eb · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

Stable Flow: Vital Layers for Training-Free Image Editing Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 69

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Observation 83236e58-5a04-42e8-9cda-941cd549ad8a · outbound

This paper cites Click2Mask: Local Editing with Dynamic Mask Generation.

Stable Flow: Vital Layers for Training-Free Image Editing Click2Mask: Local Editing with Dynamic Mask Generation

Reference 70

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Observation 4f62c5e8-255a-4eb3-8fbe-32e40c41268f · outbound

This paper cites Encoding in style: a stylegan encoder for image-to-image translation.

Stable Flow: Vital Layers for Training-Free Image Editing Encoding in style: a stylegan encoder for image-to-image translation

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.826154Z

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Observation f5099718-fe5e-42f1-9eaf-42a19d5d179a · outbound

This paper cites Bermano, and Daniel Cohen-Or.

Stable Flow: Vital Layers for Training-Free Image Editing Bermano, and Daniel Cohen-Or

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.811142Z

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Observation 991b5d24-c72a-4714-a683-71c3098b6520 · outbound

This paper cites Blattmann, Dominik Lorenz, Patrick Esser, and Bj ¨orn Ommer.

Stable Flow: Vital Layers for Training-Free Image Editing Blattmann, Dominik Lorenz, Patrick Esser, and Bj ¨orn Ommer

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.796440Z

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Observation 980c6738-3f3e-457b-9085-8aa6b4feff95 · outbound

This paper cites U-Net: Convolutional Networks for Biomedical Image Segmentation.

Stable Flow: Vital Layers for Training-Free Image Editing U-Net: Convolutional Networks for Biomedical Image Segmentation

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.635713Z

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Observation cc147074-2a33-49f7-a991-0faaf5f01f5e · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding.

Stable Flow: Vital Layers for Training-Free Image Editing Photorealistic text-to-image diffusion models with deep language understanding

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.781307Z

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Observation f1990ae3-ba33-4ea9-8e29-2feeeefd9caf · outbound

This paper cites Dataset Size Recovery from LoRA Weights.

Stable Flow: Vital Layers for Training-Free Image Editing Dataset Size Recovery from LoRA Weights

Reference 76

Resolution: verified exact; local_arxiv, observed 2026-08-12T15:16:21.986487Z

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Observation 5befc49e-6396-41e2-8131-48173d1c7060 · outbound

This paper cites Emu Edit: Precise Image Editing via Recognition and Generation Tasks.

Stable Flow: Vital Layers for Training-Free Image Editing Emu Edit: Precise Image Editing via Recognition and Generation Tasks

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.649839Z

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Observation 57614268-ba7e-4b7d-86bd-e5f323461d74 · outbound

This paper cites Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps.

Stable Flow: Vital Layers for Training-Free Image Editing Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.654510Z

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Observation c50f8ce6-384c-4fbb-a4ea-b9977cde6957 · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.

Stable Flow: Vital Layers for Training-Free Image Editing Deep unsupervised learning using nonequilibrium thermodynamics

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.659169Z

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Observation 1110c535-8189-4e4f-ae5f-359935165ed2 · outbound

This paper cites Denois- ing diffusion implicit models.

Stable Flow: Vital Layers for Training-Free Image Editing Denois- ing diffusion implicit models

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.755172Z

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Observation 9e8cdf30-b817-4d77-8c71-c468517f75e6 · outbound

This paper cites Generative modeling by estimating gradients of the data distribution.

Stable Flow: Vital Layers for Training-Free Image Editing Generative modeling by estimating gradients of the data distribution

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.740599Z

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Observation 6806f245-8ba6-4874-a9f9-a0ee0b0fa4b5 · outbound

This paper cites Training-Free Consistent Text-to-Image Generation.

Stable Flow: Vital Layers for Training-Free Image Editing Training-Free Consistent Text-to-Image Generation

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.673601Z

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Observation a4531480-da6f-4567-b9d2-1582f911c3b5 · outbound

This paper cites Designing an encoder for stylegan image manipulation.

Stable Flow: Vital Layers for Training-Free Image Editing Designing an encoder for stylegan image manipulation

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.724670Z

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Observation 41f518a8-11d0-42c3-9146-4a6126e013f3 · outbound

This paper cites Plug-and-play diffusion features for text-driven image-to-image translation.

Stable Flow: Vital Layers for Training-Free Image Editing Plug-and-play diffusion features for text-driven image-to-image translation

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.707971Z

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Observation c0a247f7-7262-4b7e-a166-3b892e9860d1 · outbound

This paper cites UniTune: Text-Driven Image Editing by Fine Tuning a Diffusion Model on a Single Image.

Stable Flow: Vital Layers for Training-Free Image Editing UniTune: Text-Driven Image Editing by Fine Tuning a Diffusion Model on a Single Image

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.687051Z

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Observation 50d81ae2-a6fd-45f4-b7c8-244c042448de · outbound

This paper cites Diffusers: State-of-the-art diffusion models.

Stable Flow: Vital Layers for Training-Free Image Editing Diffusers: State-of-the-art diffusion models

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.691444Z

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Observation 9831c25b-90f1-4c4b-bde7-f2a3119a38cc · outbound

This paper cites Edict: Exact diffusion inversion via coupled transformations.2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 22532–22541, 2022.

Stable Flow: Vital Layers for Training-Free Image Editing Edict: Exact diffusion inversion via coupled transformations.2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pages 22532–22541, 2022

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.675843Z

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Observation f60dfded-e945-4799-9cea-32990b49cd94 · outbound

This paper cites InstructEdit: Improving Automatic Masks for Diffusion-based Image Editing With User Instructions.

Stable Flow: Vital Layers for Training-Free Image Editing InstructEdit: Improving Automatic Masks for Diffusion-based Image Editing With User Instructions

Reference 88

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Observation e996e1a5-a6f7-478b-88dd-080d24658b69 · outbound

This paper cites Imagen ed- itor and editbench: Advancing and evaluating text-guided image inpainting.

Stable Flow: Vital Layers for Training-Free Image Editing Imagen ed- itor and editbench: Advancing and evaluating text-guided image inpainting

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.660186Z

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Observation ef1eef6f-6d09-4e66-b8fd-f9f073bc735e · outbound

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Stable Flow: Vital Layers for Training-Free Image Editing Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:16:22.644916Z

Source-reported events for the cited work

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Observation a8c03e1c-ad20-48da-bc80-d80bf2b84d77 · outbound

This paper cites Tune-a-video: One-shot tuning of im- age diffusion models for text-to-video generation.

Stable Flow: Vital Layers for Training-Free Image Editing Tune-a-video: One-shot tuning of im- age diffusion models for text-to-video generation

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.629482Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b4977a95-f630-46f8-9b55-5b7e96070f5d · outbound

This paper cites Gan inversion: A sur- vey.

Stable Flow: Vital Layers for Training-Free Image Editing Gan inversion: A sur- vey

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.613414Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 89b8d1b3-ffa4-4799-a56c-fe1fa45ef88f · outbound

This paper cites Smartbrush: Text and shape guided object inpaint- ing with diffusion model.

Stable Flow: Vital Layers for Training-Free Image Editing Smartbrush: Text and shape guided object inpaint- ing with diffusion model

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.597485Z

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Observation 0aae979d-f60a-4a8f-ab02-ed061e779dbe · outbound

This paper cites Paint by example: Exemplar-based image editing with diffusion models.

Stable Flow: Vital Layers for Training-Free Image Editing Paint by example: Exemplar-based image editing with diffusion models

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.582287Z

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Observation 9484c3b3-408b-46c7-b5a9-c9d5c7db087c · outbound

This paper cites Object-aware Inversion and Reassembly for Image Editing.

Stable Flow: Vital Layers for Training-Free Image Editing Object-aware Inversion and Reassembly for Image Editing

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.732398Z

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Observation e103aafc-ac6b-407d-9149-88633a3de607 · outbound

This paper cites Visualizing and Understanding Convolutional Networks.

Stable Flow: Vital Layers for Training-Free Image Editing Visualizing and Understanding Convolutional Networks

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.737222Z

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Unavailable: canonical work link unavailable.

Observation 7c5e3534-e0f3-42c7-b4f8-f380631ea9eb · outbound

This paper cites Magicbrush: A manually annotated dataset for instruction-guided image editing.

Stable Flow: Vital Layers for Training-Free Image Editing Magicbrush: A manually annotated dataset for instruction-guided image editing

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.566665Z

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Observation 406b6cdf-3a23-4aee-96d1-ad3dd470395f · outbound

This paper cites Efros, Eli Shecht- man, and Oliver Wang.

Stable Flow: Vital Layers for Training-Free Image Editing Efros, Eli Shecht- man, and Oliver Wang

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Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.550745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5d7a2f79-abc9-4124-b0ba-8977fda3a23e · outbound

This paper cites Fast imagic: Solving overfitting in text- guided image editing via disentangled UNet with forget- ting mechanism and unified vision-language optimization.

Stable Flow: Vital Layers for Training-Free Image Editing Fast imagic: Solving overfitting in text- guided image editing via disentangled UNet with forget- ting mechanism and unified vision-language optimization

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:16:22.534533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 653ff552-762a-4c5f-af8f-92efdb8fd6cb · outbound

This paper cites Forgedit: Text Guided Image Editing via Learning and Forgetting.

Stable Flow: Vital Layers for Training-Free Image Editing Forgedit: Text Guided Image Editing via Learning and Forgetting

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Resolution: unresolved; no resolver link, observed 2026-08-12T15:16:21.756370Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation 05714c40-0e4e-4212-ac42-792d2052a8ce · inbound

UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models cites this paper.

UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models Stable Flow: Vital Layers for Training-Free Image Editing

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Resolution: verified exact; arxiv_id, observed 2026-05-22T18:55:03.356173Z

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Observation c0d41413-6aeb-40ec-aaba-9d53be409bbd · inbound

Multi-turn Consistent Image Editing cites this paper.

Multi-turn Consistent Image Editing Stable Flow: Vital Layers for Training-Free Image Editing

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T23:36:29.138986Z

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Observation bdc22908-8b4e-4d68-8083-bdc505e2cee1 · inbound

TV-LiVE: Training-Free, Text-Guided Video Editing via Layer Informed Vitality Exploitation cites this paper.

TV-LiVE: Training-Free, Text-Guided Video Editing via Layer Informed Vitality Exploitation Stable Flow: Vital Layers for Training-Free Image Editing

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Resolution: unresolved; no resolver link, observed 2026-08-07T05:45:03.936433Z

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Observation aca95d79-9e1d-4b04-a981-57869bda2470 · inbound

TTS-CtrlNet: Time varying emotion aligned text-to-speech generation with ControlNet cites this paper.

TTS-CtrlNet: Time varying emotion aligned text-to-speech generation with ControlNet Stable Flow: Vital Layers for Training-Free Image Editing

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Resolution: unresolved; no resolver link, observed 2026-08-06T19:55:03.566512Z

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Observation 0698c2b5-0e67-412a-8383-5b0387814c93 · inbound

FreeCus: Free Lunch Subject-driven Customization in Diffusion Transformers cites this paper.

FreeCus: Free Lunch Subject-driven Customization in Diffusion Transformers Stable Flow: Vital Layers for Training-Free Image Editing

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:23.630021Z

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Unavailable: canonical work link unavailable.