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Paper Citation Record · LEDGER

SeedEdit 3.0: Fast and High-Quality Generative Image Editing

As of 9 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 18 inbound Pith citation observations for arXiv:2506.05083.

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

pith.paper-citation-record.v1
2506.05083 v2

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:29:07.695209Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:14:08.691297Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T07:36:45.138380Z

Reference resolution

39 of 39 outbound references displayed

  • verified exact0
  • verified fuzzy10
  • unresolved29
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0da0533b-aff8-4efc-bf26-61fc7f6024ae · outbound

This paper cites Instructpix2pix: Learning to follow image editing instructions.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Instructpix2pix: Learning to follow image editing instructions

Reference 1

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unresolved
no resolver link, observed 2026-08-07T10:29:04.271804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:04.271804Z digest=sha256:7c204a59cdfef39e8673a08772c98d2b1029b1403fb7871b80f07caccca7c84e

Observation acd412b8-13cf-461a-9d49-000dabf3b593 · outbound

This paper cites Language models are few-shot learners.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Language models are few-shot learners

Reference 2

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no resolver link, observed 2026-08-07T10:29:04.389562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:04.389562Z digest=sha256:977c632b7c8ea8e3a14310f743fc1a03c7989478ee35ea4ef0945217a4a4d228

Observation b8d55001-2f07-4f0a-89b9-2bfba0cedbf7 · outbound

This paper cites Masactrl: Tuning- free mutual self-attention control for consistent image synthesis and editing.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Masactrl: Tuning- free mutual self-attention control for consistent image synthesis and editing

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:29:10.038958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:29:04.503649Z digest=sha256:4e202f4fb53a4de8b2559bd582afba6cd7b87b0c36e9719a7a58130b7b041cd5

Observation 1393c8f4-569d-4aa9-87a7-a465c1b22fa5 · outbound

This paper cites Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T10:29:04.652919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:04.652919Z digest=sha256:f5a334fc388f678786cce86434d33b93349c0ca66b143071ebb9f5a16a35d69f

Observation a08b6193-d449-4d4e-a442-c61f4c827efc · outbound

This paper cites Comfyui: The most powerful and modular stable diffusion gui.https://github.com/ comfyanonymous/ComfyUI, 2023.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Comfyui: The most powerful and modular stable diffusion gui.https://github.com/ comfyanonymous/ComfyUI, 2023

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:29:09.914864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:29:04.746981Z digest=sha256:1113eaf0aa6661ee09309d33f500298a2fb692d5a86365ea04ef3fb35c7299d5

Observation ca69320e-573e-4470-af64-8195d692522b · outbound

This paper cites Patch n’pack: Navit, a vision transformer for any aspect ratio and resolution.Advances in Neural Information Processing Systems, 36:2252– 2274, 2023.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Patch n’pack: Navit, a vision transformer for any aspect ratio and resolution.Advances in Neural Information Processing Systems, 36:2252– 2274, 2023

Reference 6

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no resolver link, observed 2026-08-07T10:29:04.879928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:04.879928Z digest=sha256:e027b84e62da55987e19df8d6201c4f81083a14bbde1e7e2bd8ae24067824b20

Observation 476ee805-9bd0-459d-bf0d-999ee6ebdc6c · outbound

This paper cites Dit4edit: Diffusion transformer for image editing.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Dit4edit: Diffusion transformer for image editing

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:29:09.776155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:29:04.959104Z digest=sha256:77052af7ad831f3f73aa0623d72c43e320cb1a81455020dedf796356bb48c755

Observation abfb8f99-2d84-4e59-9e37-df10fd6c7725 · outbound

This paper cites Experiment with gemini 2.0 flash native image generation, 2024.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Experiment with gemini 2.0 flash native image generation, 2024

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:29:09.644131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:29:05.047972Z digest=sha256:0c2a96bc126fda603d34963ff6459100f10f2180e7f72a52e9a1f1918991f384

Observation 5f70031c-7c34-475e-8cf2-b067926d2d3a · outbound

This paper cites Prompt-to-Prompt Image Editing with Cross Attention Control.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Prompt-to-Prompt Image Editing with Cross Attention Control

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T10:29:05.136198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:05.136198Z digest=sha256:3308ed8c23a1a06d0aa1cdabc1b2ba2f6364aec2a27ae675f1efc8a3d8df49ba

Observation 70542537-e062-44e2-8ad8-be97d0fb4dde · outbound

This paper cites Smartedit: Exploring complex instruction-based image editing with multimodal large language models.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Smartedit: Exploring complex instruction-based image editing with multimodal large language models

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:29:09.489356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:29:05.211117Z digest=sha256:775ed81f7118915a3f743213e20ccee1354fbac875d890965bf1befec5890c23

Observation deea1f4d-cf3a-4e2b-807e-d1e9850fee5d · outbound

This paper cites HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing

Reference 11

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no resolver link, observed 2026-08-07T10:29:05.343050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:05.343050Z digest=sha256:190298b5a9807d860be037dc3747b12079712db2c201dcd0141607f1afce8cc4

Observation 16aae66e-0ca0-4798-ac2f-1933ad451d74 · outbound

This paper cites GPT-4o System Card.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing GPT-4o System Card

Reference 12

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no resolver link, observed 2026-08-07T10:29:05.430607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:05.430607Z digest=sha256:366275f8ed4796ce8ec2bceb49dea9062e09652ccb97ec440261e74148585f0f

Observation 215af9c3-3dc8-4d00-936f-2414d4daf28b · outbound

This paper cites Flux.https://github.com/black-forest-labs/flux, 2024.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Flux.https://github.com/black-forest-labs/flux, 2024

Reference 13

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no resolver link, observed 2026-08-07T10:29:05.506897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:05.506897Z digest=sha256:f8709261df153829ddd0ddb9ca40e7a102f94d1ed089135848cf449c45115b33

Observation ffeb2a76-ec56-492f-9ffe-4d5212189766 · outbound

This paper cites Mogao: An Omni Foundation Model for Interleaved Multi-Modal Generation.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Mogao: An Omni Foundation Model for Interleaved Multi-Modal Generation

Reference 14

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unresolved
no resolver link, observed 2026-08-07T10:29:05.586057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:05.586057Z digest=sha256:476466dc48c7e0ff738c693d06b97ea85024e5f7cc556662e20b32033faac35c

Observation 3dbd4c2a-a78a-435a-b4b2-d0ff2ff42b01 · outbound

This paper cites Schedule your edit: A simple yet effective diffusion noise schedule for image editing.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Schedule your edit: A simple yet effective diffusion noise schedule for image editing

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:29:09.197037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:29:05.661602Z digest=sha256:efcfec11be436b341b51de7f454d5e0a7d487b4ba26d86cfd2770b0e7b717f5d

Observation d50344d2-3996-4a34-82d7-c445cf6a12ee · outbound

This paper cites Step1X-Edit: A Practical Framework for General Image Editing.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Step1X-Edit: A Practical Framework for General Image Editing

Reference 16

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no resolver link, observed 2026-08-07T10:29:05.745512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:05.745512Z digest=sha256:e63b7bf08dc35672d2e46c206fb3d3739ca6e0e424d68c89b27f7753d71b6e12

Observation b40d23c2-a20d-4fb4-a262-346b14bcfab3 · outbound

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

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Null-text inversion for editing real images using guided diffusion models

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:29:08.759988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:29:05.823952Z digest=sha256:d4289c46a5cc828be2c5789938941bde34c1648d8aa469f8f7b90b4a3c5e15a3

Observation 90b07cb3-c61b-4951-b294-1378830411c8 · outbound

This paper cites The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing

Reference 18

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no resolver link, observed 2026-08-07T10:29:05.936651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:05.936651Z digest=sha256:66a6bc86b8e1b3cb31ebc123f95fccb6c7cae85f6879e211318fc10fb49cb578

Observation 0fc28c58-2bc7-498b-b21f-4cd0606107c1 · outbound

This paper cites Dall·e 3 system card, 2023.https://cdn.openai.com/papers/DALL_E_3_System_Card.pdf.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Dall·e 3 system card, 2023.https://cdn.openai.com/papers/DALL_E_3_System_Card.pdf

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:29:08.635934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:29:06.014717Z digest=sha256:b0eaf4d9890c2d6f4d7674cceb746eac870391f11c8ed7813c0746beb895424f

Observation 466e9d21-4199-4818-9554-f6a85e8cdc33 · outbound

This paper cites Transfer between Modalities with MetaQueries.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Transfer between Modalities with MetaQueries

Reference 20

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no resolver link, observed 2026-08-07T10:29:06.111766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:06.111766Z digest=sha256:40de9e0a3b3901fbcc062d8f8a4101357f378c516a43ad19c1b289abeb3e9074

Observation 7e68147d-f535-47ce-91ed-e381b6072a63 · outbound

This paper cites Hyper-sd: Trajectory segmented consistency model for efficient image synthesis.Advancesin Neural Information Processing Systems, 37:117340–117362, 2025.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Hyper-sd: Trajectory segmented consistency model for efficient image synthesis.Advancesin Neural Information Processing Systems, 37:117340–117362, 2025

Reference 21

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unresolved
no resolver link, observed 2026-08-07T10:29:06.229792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:06.229792Z digest=sha256:9c5a919dbd77443c55851550d7f3411c07d6027e1a4e1b5f73df8e0a0b938b43

Observation 1b9abb25-9222-4117-a803-b64ee989e3fd · outbound

This paper cites Seedream 3.0 Technical Report.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Seedream 3.0 Technical Report

Reference 22

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no resolver link, observed 2026-08-07T10:29:06.305377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:06.305377Z digest=sha256:62b093e3541d9aa8de9dc48395968712828e4e2a7f4c8f623099e97cec7851cb

Observation 3d37c60b-725d-4c12-bb08-b21cfbb4ee7b · outbound

This paper cites Seedream 2.0: A Native Chinese-English Bilingual Image Generation Foundation Model.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Seedream 2.0: A Native Chinese-English Bilingual Image Generation Foundation Model

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T10:29:06.393437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:06.393437Z digest=sha256:38245f312e1121f7da8f6594f923f624e960bd612ac6c88f2c7d75e560cbe719

Observation 158538fa-a423-4af1-88ff-2d6458423bc2 · outbound

This paper cites Seed1.5-VL Technical Report.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Seed1.5-VL Technical Report

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T10:29:06.482746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:06.482746Z digest=sha256:c21ce90e7d80595aa06175a31e6edb17b19b979e24de4e0b8ccdddb6b0ece090

Observation c2dd81c3-fc8f-444a-acc7-c993248baca0 · outbound

This paper cites RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T10:29:06.552549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:06.552549Z digest=sha256:32d469b6d01594fe22db3d82c55c0e39ee2e6b5232a5e8c0c0b705a345e0a502

Observation 5370cd9f-b0a3-414b-ad86-eebcdb229ea7 · outbound

This paper cites Emu edit: Precise image editing via recognition and generation tasks.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Emu edit: Precise image editing via recognition and generation tasks

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T10:29:06.637303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:06.637303Z digest=sha256:d17d409305d485f0bb4b56597360f31cdfef9fa5158eb2cb33116e5217038feb

Observation 300cf74d-f2b0-4040-b27a-294826600827 · outbound

This paper cites SeedEdit: Align Image Re-Generation to Image Editing.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing SeedEdit: Align Image Re-Generation to Image Editing

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T10:29:06.746962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:06.746962Z digest=sha256:70b0f7844f214aa2548a9c501904f9be6dc11bcf4bc8f986acf8aa4629a0954e

Observation b699e433-c5f1-4581-8af6-69b3ffc4768b · outbound

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

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Plug-and-play diffusion features for text-driven image-to-image translation

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T10:29:06.834989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:06.834989Z digest=sha256:f59a1eb17661f42d1abdfb96f055a889f1b5bff4f1ca8ba8f96cbcb5d9b35c64

Observation 86bfe58b-81fd-41a5-8509-fa74d8356674 · outbound

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

SeedEdit 3.0: Fast and High-Quality Generative Image Editing InstructEdit: Improving Automatic Masks for Diffusion-based Image Editing With User Instructions

Reference 29

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unresolved
no resolver link, observed 2026-08-07T10:29:06.910815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:06.910815Z digest=sha256:a246fa5ac30dee1186b64e33f0f6b88bc3393ed20c3f84ea5d47ac1838f5dc66

Observation 6aa3c1b8-ecdd-44e1-9a84-156ab6178c20 · outbound

This paper cites Omniedit: Building image editing generalist models through specialist supervision.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Omniedit: Building image editing generalist models through specialist supervision

Reference 30

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no resolver link, observed 2026-08-07T10:29:06.982842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:06.982842Z digest=sha256:4bbc88a518380a9f3813f73eb3ee833a19a33385243632c196fd267313de5b07

Observation a215cd12-3ee6-462f-9ffe-912180ef3cca · outbound

This paper cites OmniGen: Unified Image Generation.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing OmniGen: Unified Image Generation

Reference 31

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no resolver link, observed 2026-08-07T10:29:07.069391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:07.069391Z digest=sha256:7e86182063f037c640750f6297645b8ce91f64a0cbb4e6f80db188e6c0fc545b

Observation d2d1847d-d866-42af-bd26-2c7eba558a9e · outbound

This paper cites Mastering text-to-image diffusion: Recaptioning, planning, and generating with multimodal llms.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Mastering text-to-image diffusion: Recaptioning, planning, and generating with multimodal llms

Reference 32

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no resolver link, observed 2026-08-07T10:29:07.153489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:07.153489Z digest=sha256:0c5d783e18170d1c72ef25cca68373c9ab379bac0b9c293c2ae1bafea2ad3fd5

Observation 630e02d4-4adf-42eb-9bd5-c729cfe38ab3 · outbound

This paper cites AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea

Reference 33

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no resolver link, observed 2026-08-07T10:29:07.226152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:07.226152Z digest=sha256:7f3d1c55f3f3b128fa5dc2826041500aa994e150aab9ba5fd2be6d2047a5cac5

Observation 9e21556b-3ca5-4064-8e55-fed8a3a71d9e · outbound

This paper cites Promptfix: You prompt and we fix the photo,.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Promptfix: You prompt and we fix the photo,

Reference 34

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no resolver link, observed 2026-08-07T10:29:07.294952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:07.294952Z digest=sha256:e6800db7bdca4d10ddf97ee26624cf825acb67fd3090bb204ceb1d28af165f9e

Observation 206af200-c5f9-47b6-aa29-b8526df54aa7 · outbound

This paper cites Magicbrush: A manually annotated dataset for instruction-guided image editing.Advances in Neural Information Processing Systems, 36:31428–31449, 2023.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Magicbrush: A manually annotated dataset for instruction-guided image editing.Advances in Neural Information Processing Systems, 36:31428–31449, 2023

Reference 35

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no resolver link, observed 2026-08-07T10:29:07.438681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:07.438681Z digest=sha256:ae088813d20eaaab0a8e3751b26f871ab8cb3e7e90806df16b10b5e685812af8

Observation e3951132-00b6-4505-b0ef-5d8c714297f4 · outbound

This paper cites Hive: Harnessing human feedback for instructional visual editing.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Hive: Harnessing human feedback for instructional visual editing

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:29:08.313415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:29:07.536534Z digest=sha256:7d9398ebe3ae76944a650978909ebf21addadd9cebc306c3d5c8f83827784037

Observation b4288fd2-435d-43b3-9249-87bb7423988c · outbound

This paper cites Ultraedit: Instruction-based fine-grained image editing at scale.Advancesin Neural Information Processing Systems, 37:3058–3093, 2024.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Ultraedit: Instruction-based fine-grained image editing at scale.Advancesin Neural Information Processing Systems, 37:3058–3093, 2024

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:29:08.168340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:29:07.627203Z digest=sha256:b1593ea7093c2552976c6d036cad0e753c0e643ead9377440e1f833156a67a80

Observation 3ee029b9-60af-4a02-a6f1-a42bed6aa57a · outbound

This paper cites Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T10:29:07.695209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:07.695209Z digest=sha256:1d20d8e78eb2bb0da0fa34cf0afd8a0e2b90f94089a7e02161646eaeeb972e4a

Observation 367d8411-80e8-447f-842b-03d15761177a · outbound

This paper cites PromptFix: You Prompt and We Fix the Photo.

SeedEdit 3.0: Fast and High-Quality Generative Image Editing PromptFix: You Prompt and We Fix the Photo

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T10:29:07.374657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:07.374657Z digest=sha256:f011e9e1d9e0589bfb99ce78282cd21cf27b753e84a0c9074cc5de0f544cf7b4

Pith citing papers

Observation 7ec7e5ce-ee21-47b1-a394-0cbeb375c8e6 · inbound

ByteMorph: Benchmarking Instruction-Guided Image Editing with Non-Rigid Motions cites this paper.

ByteMorph: Benchmarking Instruction-Guided Image Editing with Non-Rigid Motions SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T11:14:08.691297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:14:08.691297Z digest=sha256:fdd959450fa9c761d4f9a688722a52532fd9aee7b2b6470300e9c77538f25355

Observation 724c589c-cf64-4a08-be06-8b672c19d768 · inbound

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design cites this paper.

DreamPoster: A Unified Framework for Image-Conditioned Generative Poster Design SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T19:59:28.644937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:59:28.644937Z digest=sha256:e2ac0759dc8c2f7465a2a0c8894472b34178aae29a5357e5d53e24280c9e8082

Observation 2d3e8b29-c081-4409-a199-3f34a5ce3a5b · inbound

GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset cites this paper.

GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T13:05:39.710714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:05:39.710714Z digest=sha256:7d2d40541b21c4062d32be840542a68e1d627c4f66b0281cbd064e73b894cb08

Observation 1ce5f20d-dcde-45b6-965e-da55af727402 · inbound

Qwen-Image Technical Report cites this paper.

Qwen-Image Technical Report SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-10T14:29:07.072117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T14:29:06.883874Z digest=sha256:0c47bd65dc6f584225b2813c3e05d2d419e36de5106f5e161b1a081742d5321c

Observation 232ed367-6a0a-4c15-b758-3c161fdc2822 · inbound

EvoMakeup: High-Fidelity and Controllable Makeup Editing with MakeupQuad cites this paper.

EvoMakeup: High-Fidelity and Controllable Makeup Editing with MakeupQuad SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-05T23:02:27.506900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T23:02:27.506900Z digest=sha256:1f870554b8be6aeac00fa5da5e3000b992a80e56c0de64243ff6c3e0c8df1fa7

Observation 1081bdca-d56a-4353-9043-f81166391832 · inbound

Under One Sun: Multi-Object Generative Perception of Materials and Illumination cites this paper.

Under One Sun: Multi-Object Generative Perception of Materials and Illumination SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-13T22:08:47.493022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T22:08:47.493022Z digest=sha256:a19118ace33c012573a0b7d904cd54fbaec767c2ab17abc6ad607863c71bd6c4

Observation 1d025f5c-3e28-44ce-ad82-e0a6588c4e43 · inbound

Seedance 2.0: Advancing Video Generation for World Complexity cites this paper.

Seedance 2.0: Advancing Video Generation for World Complexity SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-10T13:35:26.278745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T13:34:36.248186Z digest=sha256:3f1b097170e97a33e1c145a713dd0e43450f6ed0219a575b8b9c427769183837

Observation 3fd0e4a8-85d1-40a9-b60c-d9c78cee7bac · inbound

MMCORE: MultiModal COnnection with Representation Aligned Latent Embeddings cites this paper.

MMCORE: MultiModal COnnection with Representation Aligned Latent Embeddings SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-10T03:29:21.644579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T03:27:50.144706Z digest=sha256:19b95d8c6fdb06cda402c7269d310787eecf33ab7e878f51b0d1ce7aafbef9e6

Observation a87cbaba-054d-4bec-a760-d9838ceb955e · inbound

Leveraging Verifier-Based Reinforcement Learning in Image Editing cites this paper.

Leveraging Verifier-Based Reinforcement Learning in Image Editing SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-05-12T10:06:27.641329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-07T08:00:33.307429Z digest=sha256:47fdda9678994783d6d5037c5cd367a93d8b9d37fe8aefb991df3aa34a7df3b4

Observation 8592c5cb-39b0-467f-a7e5-fcd8c8f4b6a8 · inbound

Leveraging Verifier-Based Reinforcement Learning in Image Editing cites this paper.

Leveraging Verifier-Based Reinforcement Learning in Image Editing SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-05-21T09:14:05.971162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-21T09:11:02.183133Z digest=sha256:8045151813cc7326a0a2e3704877d6946107479e9c19e27f2ef4d8bf21467ef7

Observation a0adcca5-d6e3-49b3-b019-14d6a4546b15 · inbound

From Synthetic to Real: Toward Identity-Consistent Makeup Transfer with Synthetic and Real Data cites this paper.

From Synthetic to Real: Toward Identity-Consistent Makeup Transfer with Synthetic and Real Data SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-11T02:25:54.372618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-11T02:22:55.682373Z digest=sha256:119b37d7d3f6dc637739a6ad81e8aff29da224dfebf24fbd4a858b15a9c8bffe

Observation 4b6af10b-eab6-4232-8c5b-87568758f91e · inbound

From Synthetic to Real: Toward Identity-Consistent Makeup Transfer with Synthetic and Real Data cites this paper.

From Synthetic to Real: Toward Identity-Consistent Makeup Transfer with Synthetic and Real Data SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-02T14:38:57.938824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T14:38:57.938824Z digest=sha256:2f2a3db4f64b632b7a928b4af71791a1b7806707b7e54eae2e6faa18ef25e87e

Observation 982f1e88-8fa4-40d8-95ee-2ea848025eaa · inbound

simpleposter: a simple baseline for product poster generation cites this paper.

simpleposter: a simple baseline for product poster generation SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-12T01:46:15.059754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-12T01:36:05.425378Z digest=sha256:fe1433e76f109bcc4f3d0c9be196f6fdb9e38e8ef00a27fef6f2bd36133a8788

Observation ea742d80-1308-4b16-90d4-bd709a94083b · inbound

Inline Critic Steers Image Editing cites this paper.

Inline Critic Steers Image Editing SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-14T20:52:57.783263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-14T20:52:10.428866Z digest=sha256:7d713bc5189431bc0f6765278b0019e8f245e1a5e6f5c635f5d0692d0f4bec72

Observation 43302c18-bad3-49b9-9f24-a1b5c53f9a44 · inbound

ControlLight: Towards Controllable, Consistent, and Generalizable Low-Light Enhancement cites this paper.

ControlLight: Towards Controllable, Consistent, and Generalizable Low-Light Enhancement SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-06-29T23:04:00.850680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-29T23:03:05.701686Z digest=sha256:6942c4d640c42b26683cbf0556cb9ded2af250e709e5be57831bf99cdf941821

Observation fed936da-7263-4197-8447-eea17998ed16 · inbound

InstantRetouch: Efficient and High-Fidelity Instruction-Guided Image Retouching with Bilateral Space cites this paper.

InstantRetouch: Efficient and High-Fidelity Instruction-Guided Image Retouching with Bilateral Space SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-07-02T07:36:45.139923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-28T06:50:09.597043Z digest=sha256:8b0660a6112bd7b615c6791b42463c30c93c096593ae26738ac123ef6036e9d1

Observation 249a78b6-d715-420a-b1f2-2df89818ed91 · inbound

Histogram-constrained Image Generation cites this paper.

Histogram-constrained Image Generation SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 63

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T10:05:41.212220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-01T05:51:19.756153Z digest=sha256:954b8fdb4f052d90428bede8a2940c10d711eaf0dd3fb30f4eb05d24cba6ca28

Observation d8621a10-ac87-46e9-8f7e-c805ed49972d · inbound

Instruction-based Image Editing: A Survey on Data, Models, Evaluation, and Applications cites this paper.

Instruction-based Image Editing: A Survey on Data, Models, Evaluation, and Applications SeedEdit 3.0: Fast and High-Quality Generative Image Editing

Reference 110

Resolution
unresolved
no resolver link, observed 2026-08-01T01:51:58.027835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:51:58.027835Z digest=sha256:25fa0d5567dc589f0425fb1115373fbbe856b18934e71f801d5e1ac4ef424ace