Paper Citation Record · LEDGER

MagicQuill: An Intelligent Interactive Image Editing System

As of 15 August 2026, this Paper Citation Record lists 92 of 92 outbound references and 3 inbound Pith citation observations for arXiv:2411.09703.

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

pith.paper-citation-record.v1
2411.09703 v2

Coverage vector

measured 92 of 92 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T20:26:10.230552Z

measured 95 of 95 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:25:23.483540Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T19:23:52.490277Z

Reference resolution

92 of 92 outbound references displayed

verified exact2
verified fuzzy40
unresolved49
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e28ee1da-ae75-4778-9cde-66e90e28199a · outbound

This paper cites Gradio: Hassle-Free Sharing and Testing of ML Models in the Wild.

MagicQuill: An Intelligent Interactive Image Editing System Gradio: Hassle-Free Sharing and Testing of ML Models in the Wild

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.851942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c409c467-d33c-42a9-a02a-b675957f31ec · outbound

This paper cites GPT-4 Technical Report.

MagicQuill: An Intelligent Interactive Image Editing System GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.856698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed690adf-a853-4301-b0c5-828af59d5778 · outbound

This paper cites Vqa: Visual question answering.

MagicQuill: An Intelligent Interactive Image Editing System Vqa: Visual question answering

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.861101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa13c126-e944-4c81-a3c6-e928b4d731be · outbound

This paper cites Edicho: Consistent Image Editing in the Wild.

MagicQuill: An Intelligent Interactive Image Editing System Edicho: Consistent Image Editing in the Wild

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-12T20:26:10.577105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8e6b81f5-c44c-4dde-a601-d9efa95db2d3 · outbound

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

MagicQuill: An Intelligent Interactive Image Editing System Ledits++: Limitless image editing using text-to-image models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.870220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37d6cedd-9bef-44e7-81a1-d03fc1f10d9d · outbound

This paper cites Promptify: Text-to-image generation through interactive prompt exploration with large language models.

MagicQuill: An Intelligent Interactive Image Editing System Promptify: Text-to-image generation through interactive prompt exploration with large language models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.875282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1462803-c1ff-4fb9-9ddb-bb73f24eee7f · outbound

This paper cites Sus-a quick and dirty usability scale.

MagicQuill: An Intelligent Interactive Image Editing System Sus-a quick and dirty usability scale

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.879669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7f1d9ae-22fa-4e6e-8b9b-04c2050db96e · outbound

This paper cites In- structpix2pix: Learning to follow image editing instructions.

MagicQuill: An Intelligent Interactive Image Editing System In- structpix2pix: Learning to follow image editing instructions

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.883455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2210089b-63a8-435c-8986-8c0838667f76 · outbound

This paper cites AnyDoor: Zero-shot Object-level Image Customization.

MagicQuill: An Intelligent Interactive Image Editing System AnyDoor: Zero-shot Object-level Image Customization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.887556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae34c53f-4a3a-438f-bfb8-12459a4baa79 · outbound

This paper cites Learning naturally aggregated appearance for efficient 3d editing.

MagicQuill: An Intelligent Interactive Image Editing System Learning naturally aggregated appearance for efficient 3d editing

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.891790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ba92fba-7cf3-49e2-bf1c-fd0d347bd60e · outbound

This paper cites The most powerful and modular diffusion model gui, api and backend with a graph/nodes interface.

MagicQuill: An Intelligent Interactive Image Editing System The most powerful and modular diffusion model gui, api and backend with a graph/nodes interface

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.895763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d6aab46-7ce7-4dfe-8902-2f3f7c493681 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

MagicQuill: An Intelligent Interactive Image Editing System BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.899444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 699fec28-1833-410e-933a-b17f117eaec5 · outbound

This paper cites DreamLLM: Synergistic Multimodal Comprehension and Creation.

MagicQuill: An Intelligent Interactive Image Editing System DreamLLM: Synergistic Multimodal Comprehension and Creation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.903954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a88cf05-ea64-4296-85bf-6f212945f554 · outbound

This paper cites Diffusion self-guidance for control- lable image generation.

MagicQuill: An Intelligent Interactive Image Editing System Diffusion self-guidance for control- lable image generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.908863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed72ad2a-c829-4879-a8fb-5a73a5c2cd80 · outbound

This paper cites DiT4Edit: Diffusion Transformer for Image Editing.

MagicQuill: An Intelligent Interactive Image Editing System DiT4Edit: Diffusion Transformer for Image Editing

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.913160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dea0d77-20df-43e7-9a66-5b2c30d1aad9 · outbound

This paper cites Promptmagician: Interactive prompt engineering for text-to-image creation.

MagicQuill: An Intelligent Interactive Image Editing System Promptmagician: Interactive prompt engineering for text-to-image creation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.917547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa52e4d1-2f05-4495-8a5a-0ef576778b3e · outbound

This paper cites Guiding Instruction-based Image Editing via Multimodal Large Language Models.

MagicQuill: An Intelligent Interactive Image Editing System Guiding Instruction-based Image Editing via Multimodal Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.921472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 516765cd-671f-4356-8d4a-5bd416847fb6 · outbound

This paper cites SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation.

MagicQuill: An Intelligent Interactive Image Editing System SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.925592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51108323-b634-4ab1-b1c5-743ffd62ba9e · outbound

This paper cites Instructdiffusion: A generalist modeling interface for vision tasks.

MagicQuill: An Intelligent Interactive Image Editing System Instructdiffusion: A generalist modeling interface for vision tasks

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.930319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 448d15ee-f3f6-4beb-95d4-ca5b31245f41 · outbound

This paper cites Generative adversarial networks.

MagicQuill: An Intelligent Interactive Image Editing System Generative adversarial networks

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.934962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cb08ee3-8d86-4f42-99cf-da5b01380099 · outbound

This paper cites LLMs Meet Multimodal Generation and Editing: A Survey.

MagicQuill: An Intelligent Interactive Image Editing System LLMs Meet Multimodal Generation and Editing: A Survey

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.938976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ce0a0c7-8acb-48a5-875b-cee33597b0e3 · outbound

This paper cites Denoising dif- fusion probabilistic models.

MagicQuill: An Intelligent Interactive Image Editing System Denoising dif- fusion probabilistic models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.943354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b141eb1d-719a-4257-ac62-d4c9739b6430 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

MagicQuill: An Intelligent Interactive Image Editing System LoRA: Low-Rank Adaptation of Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.947584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7568cc15-6029-4376-a895-3c01abc4e863 · outbound

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

MagicQuill: An Intelligent Interactive Image Editing System Diffusion Model-Based Image Editing: A Survey

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.951658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c95460e-398e-460d-b6b9-7dde0ac70ce4 · outbound

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

MagicQuill: An Intelligent Interactive Image Editing System Smartedit: Exploring complex instruction-based image editing with multimodal large lan- guage models

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:11.164742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c822487b-cde3-4404-9780-b522b4b6a64e · outbound

This paper cites GPT-4o System Card.

MagicQuill: An Intelligent Interactive Image Editing System GPT-4o System Card

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.959667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9aa9c0dd-7e35-4cc8-a324-c1d9d870b274 · outbound

This paper cites Sc-fegan: Face editing generative adversarial network with user’s sketch and color.

MagicQuill: An Intelligent Interactive Image Editing System Sc-fegan: Face editing generative adversarial network with user’s sketch and color

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:11.152191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 837b8f33-5ad9-4031-aaac-2c8414df827d · outbound

This paper cites BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion.

MagicQuill: An Intelligent Interactive Image Editing System BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.967332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 497890a2-2b02-45c4-a1ff-b77f5a9e65ba · outbound

This paper cites Pnp inversion: Boosting diffusion-based editing with 3 lines of code.

MagicQuill: An Intelligent Interactive Image Editing System Pnp inversion: Boosting diffusion-based editing with 3 lines of code

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:11.139819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 398c3a81-78d3-4fa1-89f4-85b78ccc50db · outbound

This paper cites Elucidating the design space of diffusion-based generative models.

MagicQuill: An Intelligent Interactive Image Editing System Elucidating the design space of diffusion-based generative models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.975283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38d69ab4-e37b-47fa-8b14-21afa5bd2ce1 · outbound

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

MagicQuill: An Intelligent Interactive Image Editing System Imagic: Text-based real image editing with diffusion models

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:11.119091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4534cc3c-28f9-428c-8aa7-239ff87b2bcd · outbound

This paper cites Reference-based Image Composition with Sketch via Structure-aware Diffusion Model.

MagicQuill: An Intelligent Interactive Image Editing System Reference-based Image Composition with Sketch via Structure-aware Diffusion Model

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.983032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cf99ae2-3ee9-4894-8fa6-95478965f372 · outbound

This paper cites Auto-Encoding Variational Bayes.

MagicQuill: An Intelligent Interactive Image Editing System Auto-Encoding Variational Bayes

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:09.987174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b33667aa-e06b-4613-bcca-6758c67c01a0 · outbound

This paper cites Large-scale text-to-image generation models for visual artists’ creative works.

MagicQuill: An Intelligent Interactive Image Editing System Large-scale text-to-image generation models for visual artists’ creative works

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:11.106870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation dbdfa971-9646-4f89-b2c9-4eef3408227b · outbound

This paper cites Gen- erating images with multimodal language models.

MagicQuill: An Intelligent Interactive Image Editing System Gen- erating images with multimodal language models

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:11.095685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation beecc398-0934-421e-93ce-1150347e317a · outbound

This paper cites Improved baselines with visual instruction tuning.

MagicQuill: An Intelligent Interactive Image Editing System Improved baselines with visual instruction tuning

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:11.084323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9419f6b5-a40d-4a3d-9641-70ac6e0587bb · outbound

This paper cites Llava-next: Im- proved reasoning, ocr, and world knowledge, 2024.

MagicQuill: An Intelligent Interactive Image Editing System Llava-next: Im- proved reasoning, ocr, and world knowledge, 2024

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:11.072398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3bb5c7c2-2664-4e2e-9790-64f4a0053c9d · outbound

This paper cites Visual instruction tuning.

MagicQuill: An Intelligent Interactive Image Editing System Visual instruction tuning

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:11.061348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a7f7be29-7790-4af9-b0c6-1cbcc70fa6f4 · outbound

This paper cites Cones: Concept Neurons in Diffusion Models for Customized Generation.

MagicQuill: An Intelligent Interactive Image Editing System Cones: Concept Neurons in Diffusion Models for Customized Generation

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:10.011361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 653eea5b-bac6-4324-a78d-b1afac5b4099 · outbound

This paper cites Cones 2: Customizable image synthesis with multiple subjects.

MagicQuill: An Intelligent Interactive Image Editing System Cones 2: Customizable image synthesis with multiple subjects

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:11.049949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6a4f7211-b33c-4eb1-bcec-e731c9a81611 · outbound

This paper cites MangaNinja: Line Art Colorization with Precise Reference Following.

MagicQuill: An Intelligent Interactive Image Editing System MangaNinja: Line Art Colorization with Precise Reference Following

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:10.019981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dfdaa7f-6b6a-4533-8065-eceb8dbce58a · outbound

This paper cites Sketchffusion: Sketch-guided image editing with diffusion model.

MagicQuill: An Intelligent Interactive Image Editing System Sketchffusion: Sketch-guided image editing with diffusion model

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:11.036532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 582d78bd-b812-40ce-870d-7bc04426494b · outbound

This paper cites Fine-grained Image Editing by Pixel-wise Guidance Using Diffusion Models.

MagicQuill: An Intelligent Interactive Image Editing System Fine-grained Image Editing by Pixel-wise Guidance Using Diffusion Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:10.028000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a6bfaf1-4ba2-4e82-97a5-571377aee962 · outbound

This paper cites SDEdit: Guided image synthesis and editing with stochastic differ- ential equations.

MagicQuill: An Intelligent Interactive Image Editing System SDEdit: Guided image synthesis and editing with stochastic differ- ential equations

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:11.024585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b77b3965-0c4d-4a84-ad2f-dc027f7022ff · outbound

This paper cites DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models.

MagicQuill: An Intelligent Interactive Image Editing System DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:10.035999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cae3112a-fc26-4bb3-89dc-acf118c85a80 · outbound

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

MagicQuill: An Intelligent Interactive Image Editing System The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:10.040188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c29cc5a3-7106-43c4-924d-af691f279cc4 · outbound

This paper cites Drag your gan: Interactive point-based manipulation on the generative image manifold.

MagicQuill: An Intelligent Interactive Image Editing System Drag your gan: Interactive point-based manipulation on the generative image manifold

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:11.012480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8d54694f-d550-470a-8205-1a326170d5f5 · outbound

This paper cites an unresolved cited work.

MagicQuill: An Intelligent Interactive Image Editing System Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-12T20:26:11.000468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 72a918a8-8ad3-4b60-a14e-80040343c6e7 · outbound

This paper cites Comfyui custom nodes alekpet.

MagicQuill: An Intelligent Interactive Image Editing System Comfyui custom nodes alekpet

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.989569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cb89326e-d23a-4699-9db4-f4f296d431d9 · outbound

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

MagicQuill: An Intelligent Interactive Image Editing System SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:10.057804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28541f3d-1fcc-437e-8de5-bd2cc447230c · outbound

This paper cites FaceShop: Deep Sketch-based Face Image Editing.

MagicQuill: An Intelligent Interactive Image Editing System FaceShop: Deep Sketch-based Face Image Editing

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:10.062088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6c33777-f57b-4a3d-adba-9065474f3ecf · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

MagicQuill: An Intelligent Interactive Image Editing System Learning transferable visual models from natural language supervi- sion

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.978656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a0bd54c4-a84b-48fb-a325-967829c7fbcb · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

MagicQuill: An Intelligent Interactive Image Editing System High-resolution image synthesis with latent diffusion models

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.966019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 156d0065-0292-4ab0-b51e-470f1a89e05e · outbound

This paper cites U- net: Convolutional networks for biomedical image segmen- tation.

MagicQuill: An Intelligent Interactive Image Editing System U- net: Convolutional networks for biomedical image segmen- tation

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.952999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 63f09ad0-3551-40fc-8e32-4ee9917ab860 · outbound

This paper cites Laion-5b: An open large-scale dataset for training next generation image-text models.

MagicQuill: An Intelligent Interactive Image Editing System Laion-5b: An open large-scale dataset for training next generation image-text models

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.940150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8c8a0043-6dea-440a-9216-3fd423ade99e · outbound

This paper cites Emu edit: Precise image editing via recognition and genera- tion tasks.

MagicQuill: An Intelligent Interactive Image Editing System Emu edit: Precise image editing via recognition and genera- tion tasks

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.925093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 213c5a09-2a6f-4625-811f-fa0d655e525b · outbound

This paper cites Smartmask: Context aware high- fidelity mask generation for fine-grained object insertion and layout control.

MagicQuill: An Intelligent Interactive Image Editing System Smartmask: Context aware high- fidelity mask generation for fine-grained object insertion and layout control

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.912594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7457f25d-696b-42ee-8a20-320724b53c6f · outbound

This paper cites Denoising Diffusion Implicit Models.

MagicQuill: An Intelligent Interactive Image Editing System Denoising Diffusion Implicit Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:10.089617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83173ba9-ff61-42ad-920f-fe0abe6701ad · outbound

This paper cites IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation.

MagicQuill: An Intelligent Interactive Image Editing System IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:10.093614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e1918f4-bdac-4abc-98d3-b642bd3f05f6 · outbound

This paper cites an unresolved cited work.

MagicQuill: An Intelligent Interactive Image Editing System Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-12T20:26:10.900995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 95faf44b-9849-4946-bce6-751dc7168f93 · outbound

This paper cites Pixel difference networks for efficient edge detection.

MagicQuill: An Intelligent Interactive Image Editing System Pixel difference networks for efficient edge detection

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.889655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 46c831ec-b384-479c-a799-c22912e52a6f · outbound

This paper cites Dreamsync: Aligning text- to-image generation with image understanding feedback.

MagicQuill: An Intelligent Interactive Image Editing System Dreamsync: Aligning text- to-image generation with image understanding feedback

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.878270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7f46a706-1264-464b-ae9b-0af7068a7b9b · outbound

This paper cites Emu: Generative Pretraining in Multimodality.

MagicQuill: An Intelligent Interactive Image Editing System Emu: Generative Pretraining in Multimodality

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:10.110712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13f264b7-3d2b-4e58-9094-08adf401d930 · outbound

This paper cites Generative multimodal models are in-context learners.

MagicQuill: An Intelligent Interactive Image Editing System Generative multimodal models are in-context learners

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.866983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2544ef8e-db3a-4788-8257-d27e30539206 · outbound

This paper cites A picture is worth more than 77 text tokens: Evaluating clip-style models on dense captions.

MagicQuill: An Intelligent Interactive Image Editing System A picture is worth more than 77 text tokens: Evaluating clip-style models on dense captions

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.855134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a24517ff-6c40-43a4-a245-6e1f7be7ec38 · outbound

This paper cites FlexEdit: Marrying Free-Shape Masks to VLLM for Flexible Image Editing.

MagicQuill: An Intelligent Interactive Image Editing System FlexEdit: Marrying Free-Shape Masks to VLLM for Flexible Image Editing

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:10.124947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1144190e-fe1f-4c21-b280-3b7dcc55d77c · outbound

This paper cites Image inpainting with external-internal learning and monochromic bottleneck.

MagicQuill: An Intelligent Interactive Image Editing System Image inpainting with external-internal learning and monochromic bottleneck

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.842651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c48e1f71-7894-4bde-8177-ef77dd7514bc · outbound

This paper cites Promptcharm: Text-to-image generation through multi-modal prompting and refinement.

MagicQuill: An Intelligent Interactive Image Editing System Promptcharm: Text-to-image generation through multi-modal prompting and refinement

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.829053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a2eab560-5530-446b-bda1-8fe3ab86dbe3 · outbound

This paper cites GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing.

MagicQuill: An Intelligent Interactive Image Editing System GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:10.137910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab2a653c-44d8-445c-a345-2099fb66bc21 · outbound

This paper cites an unresolved cited work.

MagicQuill: An Intelligent Interactive Image Editing System Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-12T20:26:10.814452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 19bc7d42-0311-4180-b4b5-f873460c650e · outbound

This paper cites CustomSketching: Sketch Concept Extraction for Sketch-based Image Synthesis and Editing.

MagicQuill: An Intelligent Interactive Image Editing System CustomSketching: Sketch Concept Extraction for Sketch-based Image Synthesis and Editing

Reference 71

Resolution: verified exact; local_arxiv, observed 2026-08-12T20:26:10.319014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bd8a43e0-50fd-45be-b933-59c4989ec409 · outbound

This paper cites OmniGen: Unified Image Generation.

MagicQuill: An Intelligent Interactive Image Editing System OmniGen: Unified Image Generation

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:10.149561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 072905d1-52e3-43ee-9c05-2fe2fa7c5a7a · outbound

This paper cites Inversion-free image editing with natural language.

MagicQuill: An Intelligent Interactive Image Editing System Inversion-free image editing with natural language

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.801665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cb8d1003-525d-42dc-983b-14f606a1bd32 · outbound

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

MagicQuill: An Intelligent Interactive Image Editing System Mastering text-to-image diffusion: Recaptioning, planning, and generating with multimodal llms

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.788043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0c2ef539-6697-47de-91bd-134004f7dc40 · outbound

This paper cites Deep plastic surgery: Robust and controllable image editing with human-drawn sketches.

MagicQuill: An Intelligent Interactive Image Editing System Deep plastic surgery: Robust and controllable image editing with human-drawn sketches

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.774937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 92e42b1b-ea5a-40da-b2b9-214c884f4601 · outbound

This paper cites Uni-paint: A unified framework for multimodal image inpainting with pretrained diffusion model.

MagicQuill: An Intelligent Interactive Image Editing System Uni-paint: A unified framework for multimodal image inpainting with pretrained diffusion model

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.763470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4e0bf3a6-b640-4bb1-99e9-765c8a13254b · outbound

This paper cites Imagebrush: Learn- ing visual in-context instructions for exemplar-based image manipulation.

MagicQuill: An Intelligent Interactive Image Editing System Imagebrush: Learn- ing visual in-context instructions for exemplar-based image manipulation

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.752831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 99442a32-affd-40e8-aea9-bace34d5b2d0 · outbound

This paper cites Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation.

MagicQuill: An Intelligent Interactive Image Editing System Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:10.171491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25244fb7-2e4f-4c74-ac9a-e4d8e90beebf · outbound

This paper cites Sketchedit: Mask- free local image manipulation with partial sketches.

MagicQuill: An Intelligent Interactive Image Editing System Sketchedit: Mask- free local image manipulation with partial sketches

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.742479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4b475ff5-61f3-4b4f-9359-a6cc79bea0b2 · outbound

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

MagicQuill: An Intelligent Interactive Image Editing System Magicbrush: A manually annotated dataset for instruction- guided image editing

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.730551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 13e6fd13-03ca-43d2-a47e-bd36c8a0310b · outbound

This paper cites Adding conditional control to text-to-image diffusion models.

MagicQuill: An Intelligent Interactive Image Editing System Adding conditional control to text-to-image diffusion models

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.718873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9e08bb2e-492a-440f-8e09-9ca6c759cb5f · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

MagicQuill: An Intelligent Interactive Image Editing System The unreasonable effectiveness of deep features as a perceptual metric

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.707528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 801ffbd4-1b02-4425-acae-dd7d95ff5fa4 · outbound

This paper cites Paste, Inpaint and Harmonize via Denoising: Subject-Driven Image Editing with Pre-Trained Diffusion Model.

MagicQuill: An Intelligent Interactive Image Editing System Paste, Inpaint and Harmonize via Denoising: Subject-Driven Image Editing with Pre-Trained Diffusion Model

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:10.190989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 809b1785-a193-416c-bc43-03441bc736bf · outbound

This paper cites A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting.

MagicQuill: An Intelligent Interactive Image Editing System A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-12T20:26:10.195852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4336dd25-fb11-427f-b724-114d784cd850 · outbound

This paper cites Editing Processor Our Editing Processor is built upon Stable Diffusion v1.5 [53] and is compatible with all customized fine-tuned weights.

MagicQuill: An Intelligent Interactive Image Editing System Editing Processor Our Editing Processor is built upon Stable Diffusion v1.5 [53] and is compatible with all customized fine-tuned weights

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.695717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e5180000-66f1-4a98-81bf-241ef299889e · outbound

This paper cites Have a squirrel be looking at the vase.

MagicQuill: An Intelligent Interactive Image Editing System Have a squirrel be looking at the vase

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.681944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 47d09203-d05b-4a78-9588-e5c0c3d1b2a6 · outbound

This paper cites an unresolved cited work.

MagicQuill: An Intelligent Interactive Image Editing System Unresolved cited work

Reference 87

Resolution: unresolved; raw_fallback, observed 2026-08-12T20:26:10.670100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8a7bfe3f-f868-4d1e-a576-e34270b6bd1c · outbound

This paper cites Editing Prompt:.

MagicQuill: An Intelligent Interactive Image Editing System Editing Prompt:

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.658114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 11e802fe-d457-4836-8811-d5c99b91c8e7 · outbound

This paper cites an unresolved cited work.

MagicQuill: An Intelligent Interactive Image Editing System Unresolved cited work

Reference 89

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T20:26:10.646744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d7e5a21b-d55f-4cba-85d2-6f7f7d4b4e49 · outbound

This paper cites an unresolved cited work.

MagicQuill: An Intelligent Interactive Image Editing System Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-12T20:26:10.634649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9cbf96f0-b26d-4a43-afe5-b6f5c003ddbe · outbound

This paper cites 3.2, demonstrates sophisticated in-context reasoning capabilities for editing intent interpre- tation.

MagicQuill: An Intelligent Interactive Image Editing System 3.2, demonstrates sophisticated in-context reasoning capabilities for editing intent interpre- tation

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.621315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 51960dee-859a-4f42-b839-247843bad47a · outbound

This paper cites All had image editing experience, with varying skill levels, providing a realistic range of user proficiency.

MagicQuill: An Intelligent Interactive Image Editing System All had image editing experience, with varying skill levels, providing a realistic range of user proficiency

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:26:10.609569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation cc5a0f1c-8a04-429d-a12a-7596e92d9406 · inbound

Textoon: Generating Vivid 2D Cartoon Characters from Text Descriptions cites this paper.

Textoon: Generating Vivid 2D Cartoon Characters from Text Descriptions MagicQuill: An Intelligent Interactive Image Editing System

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T19:25:23.483540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad8ec765-f698-4aa8-8ebc-9c83b96732ad · inbound

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning cites this paper.

Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning MagicQuill: An Intelligent Interactive Image Editing System

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:43.759971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa0be760-921e-42a2-83b0-8d3af56c1fe4 · inbound

TalkFashion: Intelligent Virtual Try-On Assistant Based on Multimodal Large Language Model cites this paper.

TalkFashion: Intelligent Virtual Try-On Assistant Based on Multimodal Large Language Model MagicQuill: An Intelligent Interactive Image Editing System

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:23:52.561486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.