Pith. sign in

Paper Citation Record · LEDGER

Image Editing As Programs with Diffusion Models

As of 16 August 2026, this Paper Citation Record lists 93 of 93 outbound references and 5 inbound Pith citation observations for arXiv:2506.04158.

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

pith.paper-citation-record.v1
2506.04158 v1

Coverage vector

measured 93 of 93 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:51:38.678111Z

measured 98 of 98 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T17:13:18.594937Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T07:36:45.164765Z

Reference resolution

93 of 93 outbound references displayed

  • verified exact2
  • verified fuzzy20
  • unresolved71
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f7883dac-8f6f-45a0-854b-564f42407840 · outbound

This paper cites Gpt-4 technical report, 2024.

Image Editing As Programs with Diffusion Models Gpt-4 technical report, 2024

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.275619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.275619Z digest=sha256:1dfcfa9f1ca77433a451aa7b1c190d6a245909d4d59de1ab65eeee3953efc740

Observation 36e847fe-0f2b-4885-a69c-713da600ed86 · outbound

This paper cites Blended latent diffusion.ACM transactions on graphics (TOG), 42(4):1–11, 2023.

Image Editing As Programs with Diffusion Models Blended latent diffusion.ACM transactions on graphics (TOG), 42(4):1–11, 2023

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.280839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.280839Z digest=sha256:61b42acc80bf6e5f0c35593fbe310414294d798e9351adbcc5a7a54cc9b72b39

Observation efbecbb9-de17-4b47-9f31-4fffae3c79c8 · outbound

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

Image Editing As Programs with Diffusion Models Spatext: Spatio-textual representation for controllable image generation

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.285309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.285309Z digest=sha256:42c390fe5095a2a4ae3a29926dcca5b3b1b582dd6ac4bd9571cf33f8921bd805

Observation fabc57ec-8791-4183-823b-dff37e2ab730 · outbound

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

Image Editing As Programs with Diffusion Models Blended diffusion for text-driven editing of natural images

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.292217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.292217Z digest=sha256:f600f3274b763c944deeaa101fb4174bcd09675e6cc064aa61c063b1d6d171cb

Observation 150b7b26-2043-4bae-ad6a-cf6d5fc4c050 · outbound

This paper cites Patchmatch: A randomized correspondence algorithm for structural image editing.ACM Trans.

Image Editing As Programs with Diffusion Models Patchmatch: A randomized correspondence algorithm for structural image editing.ACM Trans

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.298503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.298503Z digest=sha256:6fa92b6d7973334c40a18252b6a829f502eab774e07ccea0ec12cba5c103c6c5

Observation 414f22de-0a01-41af-a320-f7f47adc312e · outbound

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

Image Editing As Programs with Diffusion Models Instructpix2pix: Learning to follow image editing instructions

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.303223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.303223Z digest=sha256:bb2f41437f3d83cf66ea5b226ccf34964454413605591ee8633e139a3777e3b4

Observation 301fb1a1-7b4c-4111-99d8-00a85d38bef0 · outbound

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

Image Editing As Programs with Diffusion Models Emerging properties in self-supervised vision transformers

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.307792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.307792Z digest=sha256:5f9cce392400f1ff2d0fe255d02871b13ee537920e457da86c84ecf3e0a179ab

Observation e0c56ec8-10ad-4718-ac38-b5027f83b3df · outbound

This paper cites Learning to Follow Object-Centric Image Editing Instructions Faithfully.

Image Editing As Programs with Diffusion Models Learning to Follow Object-Centric Image Editing Instructions Faithfully

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-08-07T10:51:39.103868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.312604Z digest=sha256:aff4b65e9285e59db023dd04dd07ce225f3d1e93e0be7d9155cd31e49bc9752f

Observation 070e05e2-3fec-4cfd-9dd1-6af808e2c668 · outbound

This paper cites UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics.

Image Editing As Programs with Diffusion Models UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.316876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.316876Z digest=sha256:c9c7877a640f6576829d3c377ad0ac646858e656802a06a4e82f4ebb40cbae49

Observation 49e2c8c0-eac3-46ee-909e-570cd4415ed0 · outbound

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

Image Editing As Programs with Diffusion Models DiffEdit: Diffusion-based semantic image editing with mask guidance

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.321284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.321284Z digest=sha256:2d82ab4ea4b10babbc712096f80ea83cc2ca01d5f36381c47cf355a9672cce64

Observation 32087c6a-cd53-4ebe-aab5-bc75fe5cef1d · outbound

This paper cites Comprehensive dataset of face manipulations for development and evaluation of forensic tools, 2022.

Image Editing As Programs with Diffusion Models Comprehensive dataset of face manipulations for development and evaluation of forensic tools, 2022

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.325786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.325786Z digest=sha256:2d7c1ab21be311308927a92d306b6c93e5703489c0fae591e2625f4b0ba78ad2

Observation cf08e42a-775b-43be-9317-30acd8b07ca2 · outbound

This paper cites Diffusion self-guidance for controllable image generation.Advances in Neural Information Processing Systems, 36:16222–16239, 2023.

Image Editing As Programs with Diffusion Models Diffusion self-guidance for controllable image generation.Advances in Neural Information Processing Systems, 36:16222–16239, 2023

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.330275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.330275Z digest=sha256:8ab5a0c73540e97068d4d5391b37d3320edaacf03d438804ac7c5c339ee3e095

Observation 24444006-364d-4e4c-92f4-9712bc0c05d5 · outbound

This paper cites Scaling rectified flow transformers for high-resolution image synthesis.

Image Editing As Programs with Diffusion Models Scaling rectified flow transformers for high-resolution image synthesis

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.334327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.334327Z digest=sha256:5c8dea1e6f573b3b40730ff635e8b45bd220bc978b1709a6a790917e1d6f53e6

Observation 4b7da026-3dc7-4179-b350-94ee547a4e16 · outbound

This paper cites Dit4edit: Diffusion transformer for image editing.

Image Editing As Programs with Diffusion Models Dit4edit: Diffusion transformer for image editing

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.338666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.338666Z digest=sha256:36b6629ae780f54a16e7a8609b9ad7e0fc8196c40ce5dd699538fbe54b0c30e9

Observation add12e97-10d9-426a-ba3e-87030c8e264a · outbound

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

Image Editing As Programs with Diffusion Models Guiding Instruction-based Image Editing via Multimodal Large Language Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.343299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.343299Z digest=sha256:8c30b4123dd383cff6225ce98b6bc65e0ae8d9e0904d18a9ee194c30f6287a98

Observation de2f753a-00e2-42ec-8197-7ca60f2a272f · outbound

This paper cites Make-a-scene: Scene-based text-to-image generation with human priors.

Image Editing As Programs with Diffusion Models Make-a-scene: Scene-based text-to-image generation with human priors

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.347395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.347395Z digest=sha256:96ca3762083937392e4896e891f55edfd25ad03238d0d65bcfced19784429d20

Observation 951736a2-aed1-4587-a0e2-d9627b2a63d8 · outbound

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

Image Editing As Programs with Diffusion Models Instructdiffusion: A generalist modeling interface for vision tasks

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.351429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.351429Z digest=sha256:04338b6524262b8b0259ffa74d02099366e8c95d896ea7590dd91f50cee73729

Observation 597a37ab-bee3-410a-849b-83a6c93e5ebf · outbound

This paper cites Pair diffusion: A comprehensive multimodal object-level image editor.

Image Editing As Programs with Diffusion Models Pair diffusion: A comprehensive multimodal object-level image editor

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.613310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.355859Z digest=sha256:f6595ff8c8cec2275e9a8e43e850a9f7f38d41cc779db52d10e2698a019bbf04

Observation 0e38e7a1-32f6-422d-b10f-1c332be8174d · outbound

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

Image Editing As Programs with Diffusion Models Experiment with gemini 2.0 flash native image generation

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.602682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.359522Z digest=sha256:f1443a3608b11ac1f0121f7b43bde644908a293f786f86ad832b3ce3af89d7e8

Observation c69b784d-6486-41cf-85e6-f5b0c8e89829 · outbound

This paper cites Focus on your instruction: Fine-grained and multi-instruction image editing by attention modulation.

Image Editing As Programs with Diffusion Models Focus on your instruction: Fine-grained and multi-instruction image editing by attention modulation

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.590278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.363481Z digest=sha256:9c5eb7c4e684aabc23a7173c6026ed8a0a00c7822f0c6c716df53f9bf1e9a71d

Observation 1c9542da-8006-4d2f-b60e-361b9cf5925c · outbound

This paper cites Visual programming: Compositional visual reasoning without training, 2022.

Image Editing As Programs with Diffusion Models Visual programming: Compositional visual reasoning without training, 2022

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.578499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.368333Z digest=sha256:7cd5abe06ceb680a7af3c671203ebb504992ebc8995f89bb5125eb48ed559189

Observation 9581fc5f-ac40-4aef-ab13-50c470ab8482 · outbound

This paper cites CLIPScore: A Reference-free Evaluation Metric for Image Captioning.

Image Editing As Programs with Diffusion Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.372117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.372117Z digest=sha256:6fdfe0b216054b7b8094f6115870a6fc087df460e711fd5bda60c9e0632ee4ad

Observation 2377ac95-eb13-4194-b11d-5cceff717984 · outbound

This paper cites Denoising diffusion probabilistic models, 2020.

Image Editing As Programs with Diffusion Models Denoising diffusion probabilistic models, 2020

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.376689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.376689Z digest=sha256:7377b5bfcfea29714aa440af1b7b450c2406ba22f28d7ed6bb39b15046aa41c8

Observation 9388a6a5-1295-4677-8471-9caf28c763f8 · outbound

This paper cites Cascaded diffusion models for high fidelity image generation.Journal of Machine Learning Research, 23(47):1–33, 2022.

Image Editing As Programs with Diffusion Models Cascaded diffusion models for high fidelity image generation.Journal of Machine Learning Research, 23(47):1–33, 2022

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.380555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.380555Z digest=sha256:bc935f75275a3953d5c694ecc7519aedeed551d4bacd6c1c80afa1da4db07175

Observation 5dae4184-3193-4bda-a4a9-e5af918abcd2 · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

Image Editing As Programs with Diffusion Models Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.384532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.384532Z digest=sha256:17319a717dc6ca3a2c62bb97ba7b430011fce219366c4c4f1dace8dd641a28c3

Observation 25bd9e16-14dc-4af7-969a-35dcc0a94897 · outbound

This paper cites Composer: Creative and Controllable Image Synthesis with Composable Conditions.

Image Editing As Programs with Diffusion Models Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.388427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.388427Z digest=sha256:497dc7ff800dc19100b33cfc4a89ac05990367bb3d663d3b0c993b90649a3940

Observation 1b6d3818-8ca6-4dff-9605-90e6009606a2 · outbound

This paper cites Diffusion model-based image editing: A survey.IEEE Transactions on Pattern Analysis and Machine Intelligence, page 1–27, 2025.

Image Editing As Programs with Diffusion Models Diffusion model-based image editing: A survey.IEEE Transactions on Pattern Analysis and Machine Intelligence, page 1–27, 2025

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.547032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.394090Z digest=sha256:2da73fd57256ae941bc3b39a40d02a5aeab5f1d854f53b2055cb828fcc2ca0a5

Observation 7875d26a-501b-42a0-856c-4fa378810894 · outbound

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

Image Editing As Programs with Diffusion Models Smartedit: Exploring complex instruction-based image editing with multimodal large language models

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.398971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.398971Z digest=sha256:113f6e300214c07d502aed62ade1f7ddc111c18d8838d59a462d5428abfc1b1c

Observation 2f8ff29f-b8ff-4817-8f8d-98fb376847a2 · outbound

This paper cites Goucher, Adam Perelman, Aditya Ramesh, Aidan Clark, AJ Ostrow, Akila Welihinda, Alan Hayes, et al.

Image Editing As Programs with Diffusion Models Goucher, Adam Perelman, Aditya Ramesh, Aidan Clark, AJ Ostrow, Akila Welihinda, Alan Hayes, et al

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.528851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.403535Z digest=sha256:b065301f6535b3f53e2c8e8dfc9b03b8b02cd543d9e9c2cc2254838f7a210c1b

Observation 30383bde-73ea-4dde-a973-0c756a765ae5 · outbound

This paper cites Auto-encoding variational bayes, 2013.

Image Editing As Programs with Diffusion Models Auto-encoding variational bayes, 2013

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.408323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.408323Z digest=sha256:6eeee6cfeb08eb7920d7f79d3fdf54c22ae797fcc6b153225eab8c024cf1274b

Observation 76dad6ca-99dd-434a-b46a-bb1e84c15a7f · outbound

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

Image Editing As Programs with Diffusion Models Flux.https://github.com/black-forest-labs/flux, 2024

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.412577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.412577Z digest=sha256:5b2b13d7291afcfd2595ef6eb83fbaa08b41a44759005119f1b01b27defae946

Observation 9a2c58bb-b6da-496b-bf73-853b683b270b · outbound

This paper cites One Diffusion to Generate Them All.

Image Editing As Programs with Diffusion Models One Diffusion to Generate Them All

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.418361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.418361Z digest=sha256:5b732331b7b8bd3172600401591c03525b8f548051734af172d6a245717ffbe7

Observation 21f9189c-90c9-4e17-895d-080486f50b95 · outbound

This paper cites InstructAny2Pix: Flexible Visual Editing via Multimodal Instruction Following.

Image Editing As Programs with Diffusion Models InstructAny2Pix: Flexible Visual Editing via Multimodal Instruction Following

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.423075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.423075Z digest=sha256:0d72f1c382ad5315b4e4870a8b7d91d35bee310d5cc0133fc49844ca09b95ba4

Observation 515604a7-4b6b-4ad7-8a7a-812d18578cb3 · outbound

This paper cites MoEController: Instruction-based Arbitrary Image Manipulation with Mixture-of-Expert Controllers.

Image Editing As Programs with Diffusion Models MoEController: Instruction-based Arbitrary Image Manipulation with Mixture-of-Expert Controllers

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.428367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.428367Z digest=sha256:3059698061870cc363ac1927bbfe4ba5739af348ac5de1ace6ece97361e8e4e2

Observation 87356e96-4e54-4c29-8d24-2bbdc1bfb880 · outbound

This paper cites Gligen: Open-set grounded text-to-image generation.

Image Editing As Programs with Diffusion Models Gligen: Open-set grounded text-to-image generation

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.433608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.433608Z digest=sha256:ae3704223dd4f5950b9b727ecc2ef5352f618dce74e5c11c8569f9ed2c75ae9e

Observation 28b644be-6ad7-433b-91e2-464bf78e1396 · outbound

This paper cites Llm-grounded diffusion: Enhancing prompt understanding of text-to-image diffusion models with large language models, 2024.

Image Editing As Programs with Diffusion Models Llm-grounded diffusion: Enhancing prompt understanding of text-to-image diffusion models with large language models, 2024

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.437902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.437902Z digest=sha256:8075306ac19624f817e97bf15523bea55643a7764afad840a872dbe0fc4ea14a

Observation df08606c-7ed1-4fac-acf2-7e61f927dcdb · outbound

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

Image Editing As Programs with Diffusion Models Step1X-Edit: A Practical Framework for General Image Editing

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.443280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.443280Z digest=sha256:52a51b3022cf72eec552be34b8948e2e945cc9e56227a6a6b09d275fdec3d59f

Observation 8a772eff-d92d-4cda-b800-d8700541c068 · outbound

This paper cites Ace++: Instruction-based image creation and editing via context-aware content filling, 2025.

Image Editing As Programs with Diffusion Models Ace++: Instruction-based image creation and editing via context-aware content filling, 2025

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.490009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.447393Z digest=sha256:c238e4a4b7875baa7ff55de38f109a2e81d9933e4907177d25b997dc5b6e2ada

Observation ffb39405-fc21-4ad4-b034-d5dd8dce809b · outbound

This paper cites Prodigy: An Expeditiously Adaptive Parameter-Free Learner.

Image Editing As Programs with Diffusion Models Prodigy: An Expeditiously Adaptive Parameter-Free Learner

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.451271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.451271Z digest=sha256:1a91f0fd0a655e1d08e47068c001e6b852a5d040a4e7ca3b5141121c6bfecd88

Observation b79e3e4e-e3c4-4e1a-b1c3-58791be6689d · outbound

This paper cites T2i- adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models.

Image Editing As Programs with Diffusion Models T2i- adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.479266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.456210Z digest=sha256:3a86f8861f4ce00c20ccadd7964f462cdbcb0eda796a1e259c4b58211a3899d9

Observation ca396a11-8927-480c-97c8-05f108c4fbec · outbound

This paper cites Instruction-Guided Editing Controls for Images and Multimedia: A Survey in LLM era.

Image Editing As Programs with Diffusion Models Instruction-Guided Editing Controls for Images and Multimedia: A Survey in LLM era

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.460022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.460022Z digest=sha256:a6162d73654cde1ca8ae1df25f32c7d878c2e43dc43947061462f5ba2ea4fd04

Observation f4013b88-fe53-4846-b6b4-bea87af5b63e · outbound

This paper cites Image-based modeling and photo editing.

Image Editing As Programs with Diffusion Models Image-based modeling and photo editing

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.468563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.464500Z digest=sha256:d4e3c8bfd3905a00fd7746a4ad295da26f675667f77ccb1284f16a4f7c9c8d13

Observation 9926a1a6-ffd9-4015-b449-636e68846513 · outbound

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

Image Editing As Programs with Diffusion Models DINOv2: Learning Robust Visual Features without Supervision

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.468321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.468321Z digest=sha256:6d134c08960967efa3bdc6533b8ee6491a8ba69ae09081cbbc7a900d8e2728b7

Observation 9ced870f-7f9a-4704-bda6-22122cf3619b · outbound

This paper cites Multi-modal Attention for Speech Emotion Recognition.

Image Editing As Programs with Diffusion Models Multi-modal Attention for Speech Emotion Recognition

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.472327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.472327Z digest=sha256:73441e06fbe5e374eeea4421965cb6d28b1108f3a61ba9c4c5cd904def2b1748

Observation 69a4b80e-1a0b-45bf-be80-e5cb919dc63d · outbound

This paper cites Precisecon- trol: Enhancing text-to-image diffusion models with fine-grained attribute control.

Image Editing As Programs with Diffusion Models Precisecon- trol: Enhancing text-to-image diffusion models with fine-grained attribute control

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.457108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.476706Z digest=sha256:b7733862fbf7ee5d9a2e6ac8f0db52d5c51ddbba3a903810f29c1d1db8217a67

Observation 9646658b-f394-4994-ba5a-bfb1092befae · outbound

This paper cites Scalable diffusion models with transformers.

Image Editing As Programs with Diffusion Models Scalable diffusion models with transformers

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.480524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.480524Z digest=sha256:c80623f1a9ae81e0c228100d4e2a1b84f6132bbfe99470f6873b6e27c91959d6

Observation d63d4c33-025b-4e90-80be-acc148955cd0 · outbound

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

Image Editing As Programs with Diffusion Models SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.484388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.484388Z digest=sha256:e5a3a8a435f11225cfc4da973d787d2a9c3c2e7ed017724da4467b94610aedd5

Observation f237fe02-1918-4773-a713-2c6f3246992d · outbound

This paper cites UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild.

Image Editing As Programs with Diffusion Models UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.488339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.488339Z digest=sha256:17027d430bafc1f6130171713d237a294d6542deed1bc90f723be9c4cc62a457

Observation 17e24f13-41c6-4903-b24f-9e0b7737509c · outbound

This paper cites Neural Programmer-Interpreters.

Image Editing As Programs with Diffusion Models Neural Programmer-Interpreters

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.492267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.492267Z digest=sha256:5b1c68d3d8c3057b3c60a0b52f39f0781785d7cc361838d1b09da4dfa6bcd65f

Observation 623595a1-b963-4c7d-a37d-000aeb2fc75b · outbound

This paper cites Grounded sam: Assembling open-world models for diverse visual tasks, 2024.

Image Editing As Programs with Diffusion Models Grounded sam: Assembling open-world models for diverse visual tasks, 2024

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.496652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.496652Z digest=sha256:f26b9ebb93623c35b1002ac144fba90d3e971a3383e7a0cd770c2f4884fce22f

Observation 90a8b848-285c-4784-a9c5-ec0b5f28c865 · outbound

This paper cites Morphological gradients.Journal of Electronic Imaging, 2(4):326–336, 1993.

Image Editing As Programs with Diffusion Models Morphological gradients.Journal of Electronic Imaging, 2(4):326–336, 1993

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.432734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.500586Z digest=sha256:0f9412febaca42255093a9202e618f8739c2671d5aae7c7d7e62b6ceaa06919c

Observation 26d3b3d3-c595-4d7c-af85-86f60f6959bb · outbound

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

Image Editing As Programs with Diffusion Models High-resolution image synthesis with latent diffusion models

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.504497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.504497Z digest=sha256:574dee0230a62c6e7edc7db7e48bdba62ae78d951db90865d8f4e4be24e6f2ac

Observation bf663efc-a6cd-4f42-86c0-48a8af48d970 · outbound

This paper cites High-resolution image synthesis with latent diffusion models, 2022.

Image Editing As Programs with Diffusion Models High-resolution image synthesis with latent diffusion models, 2022

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.508430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.508430Z digest=sha256:91ef0e6e971793863f9ce82d2d8a31fd1ac2af8174a7618aa42cefb8628d1c88

Observation 9fa8226a-05cd-4eb7-923b-154427551c4a · outbound

This paper cites Analysis of image processing using morphological erosion and dilation.

Image Editing As Programs with Diffusion Models Analysis of image processing using morphological erosion and dilation

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.409289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.512306Z digest=sha256:2dad593498f52ab297d98aa13afe8453c1f6365f655439eca15a9e7aad080cf5

Observation 95e41a02-3ce1-447d-9bff-504dc1a59388 · outbound

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

Image Editing As Programs with Diffusion Models Emu edit: Precise image editing via recognition and generation tasks

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.515977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.515977Z digest=sha256:4adfe79395f49be82699c3d264b5e68c360e3a9f072ec9eb0b64c3dd8148c10f

Observation f54468db-4da9-4ef3-b019-8bb9f8471205 · outbound

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

Image Editing As Programs with Diffusion Models SeedEdit: Align Image Re-Generation to Image Editing

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.519578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.519578Z digest=sha256:7efe72c6e21db8659fee23ac64c34f4e7d1a604155956a08316a4bc0e7ca33ea

Observation 90fda7e3-e8fc-462d-868c-c6c1a5ca0c6a · outbound

This paper cites Dragdiffusion: Harnessing diffusion models for interactive point-based image editing.

Image Editing As Programs with Diffusion Models Dragdiffusion: Harnessing diffusion models for interactive point-based image editing

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.392214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.524237Z digest=sha256:349777824d33d3a338486f78040e446f1feed598b641a05f1250f3d79a63debc

Observation 06d9b96e-fc88-4800-a32c-a63c9d87f158 · outbound

This paper cites Roformer: Enhanced transformer with rotary position embedding.Neurocomputing, 568:127063, 2024.

Image Editing As Programs with Diffusion Models Roformer: Enhanced transformer with rotary position embedding.Neurocomputing, 568:127063, 2024

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.529153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.529153Z digest=sha256:eac4016393533dd585c082c70b4ec1f80e06c4c8e8d21c44e28bfc0714d57a9e

Observation 09bc4001-703d-49d1-b386-d79115400b5f · outbound

This paper cites OminiControl: Minimal and Universal Control for Diffusion Transformer.

Image Editing As Programs with Diffusion Models OminiControl: Minimal and Universal Control for Diffusion Transformer

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.534168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.534168Z digest=sha256:948dea0237f4e39897e7135896382a2def9004a602eea59dadc2af2a701c03bb

Observation 87797ea1-ba7e-44b1-b864-8b4ee06dbbc3 · outbound

This paper cites OminiControl2: Efficient Conditioning for Diffusion Transformers.

Image Editing As Programs with Diffusion Models OminiControl2: Efficient Conditioning for Diffusion Transformers

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.538123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.538123Z digest=sha256:6f961e90cfe4b846d657c4ddc78160cb6d1e72a9f02147bfdbc8d4212f58738a

Observation 333615d5-6b5a-467b-8c81-dda565f32423 · outbound

This paper cites Click to grasp: Zero-shot precise manipulation via visual diffusion descriptors.

Image Editing As Programs with Diffusion Models Click to grasp: Zero-shot precise manipulation via visual diffusion descriptors

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.374745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.543442Z digest=sha256:563c5536eec177ac336f157ab380ac91d58cd0ffabc87b0c58e2304debe27482

Observation fc2857b9-4ff5-4d02-b337-54a676679410 · outbound

This paper cites High- resolution image synthesis and semantic manipulation with conditional gans.

Image Editing As Programs with Diffusion Models High- resolution image synthesis and semantic manipulation with conditional gans

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.362958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.547240Z digest=sha256:5ab99c024dee111413688153e71d809be396267fcf2ef5ce597f88db54e6fcb1

Observation b0bae819-ab22-4092-82dc-61d9db7c1497 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022.

Image Editing As Programs with Diffusion Models Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.551215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.551215Z digest=sha256:83a05e13db03d82493deb628c7b602e263fcfaec69d98b08295754014aa6b165

Observation 9566bd98-1cac-4de7-afb5-0f23f089cbc9 · outbound

This paper cites Less-to-More Generalization: Unlocking More Controllability by In-Context Generation.

Image Editing As Programs with Diffusion Models Less-to-More Generalization: Unlocking More Controllability by In-Context Generation

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.555957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.555957Z digest=sha256:029ae9813c3934b59c371e8551f9ceea3032de772aa2035297896f9352f33e6b

Observation 09db0a6f-dfbc-4c22-8d20-78657cfa70b4 · outbound

This paper cites Dreamomni: Unified image generation and editing.arXiv preprint arXiv:2412.17098, 2024.

Image Editing As Programs with Diffusion Models Dreamomni: Unified image generation and editing.arXiv preprint arXiv:2412.17098, 2024

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.560050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.560050Z digest=sha256:0f28efbc96be3d20d54b031968a95b48535f4fe2c0679df213994e3ed68508aa

Observation 6d3c7adc-71d0-4a0f-9dca-01a88d55ada7 · outbound

This paper cites OmniGen: Unified Image Generation.

Image Editing As Programs with Diffusion Models OmniGen: Unified Image Generation

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.564978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.564978Z digest=sha256:8740db60e15b60571bf67219255cce815bcf290ae774b04bc2ae8b76e26f8b5e

Observation 22c1da09-a06b-4ada-89cf-bda4340464f8 · outbound

This paper cites Prompt-free diffusion: Taking" text" out of text-to-image diffusion models.

Image Editing As Programs with Diffusion Models Prompt-free diffusion: Taking" text" out of text-to-image diffusion models

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.569004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.569004Z digest=sha256:c42b497d5ed518c1cc166ef95c13fd5a6918adc9f7ad6885b4253087df2fc838

Observation 687f3e1f-f7c8-40bd-ade6-6378893c04cb · outbound

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

Image Editing As Programs with Diffusion Models Uni-paint: A unified framework for multimodal image inpainting with pretrained diffusion model

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.572894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.572894Z digest=sha256:10112f3017902cfa8654225e457a0b98ba2bb21396b7ada5882abe46bd72d72b

Observation 1262b403-7a62-4e7a-963a-16a9bdf908d8 · outbound

This paper cites Complex-Edit: Cot-like instruction generation for complexity-controllable image editing benchmark, 2025.

Image Editing As Programs with Diffusion Models Complex-Edit: Cot-like instruction generation for complexity-controllable image editing benchmark, 2025

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.578016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.578016Z digest=sha256:f53ad8567ad828bb728b895c860e50e6422073a685edd8a5aaed691789956d17

Observation 8534b04a-69ae-4b39-9e09-9959d808f0eb · outbound

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

Image Editing As Programs with Diffusion Models AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.582066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.582066Z digest=sha256:2437ba95516c6c4ab70dad13ed23b7685f6985ad6bedf350a0d0e38d39ba95cf

Observation 1eab60de-f836-40b6-87f8-064825ad1172 · outbound

This paper cites Sa2va: Marrying sam2 with llava for dense grounded understanding of images and videos, 2025.

Image Editing As Programs with Diffusion Models Sa2va: Marrying sam2 with llava for dense grounded understanding of images and videos, 2025

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.586185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.586185Z digest=sha256:d4c9fa74e5674478f4543e830362214bb834762a1fe923e34a0df59e45b84156

Observation 2ff09b3f-db01-4163-b490-403f80271f60 · outbound

This paper cites Nexus-Gen: Unified Image Understanding, Generation, and Editing via Prefilled Autoregression in Shared Embedding Space.

Image Editing As Programs with Diffusion Models Nexus-Gen: Unified Image Understanding, Generation, and Editing via Prefilled Autoregression in Shared Embedding Space

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.590912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.590912Z digest=sha256:27a12aff1648fad3682408f83a299cd8e2aba473992cc8c8b0e8d7a8f42ee86e

Observation 93de021a-3a8d-4b73-8036-59ae4f8909ee · outbound

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

Image Editing As Programs with Diffusion Models Magicbrush: A manually annotated dataset for instruction-guided image editing.Advances in Neural Information Processing Systems, 36:31428–31449, 2023

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.594976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.594976Z digest=sha256:e3c925fd753f014561ee12126ed9df0e0cd8c9d37f91c515a047a5ed548cbbb8

Observation 0bbe094f-0b54-46ad-bc0c-e24d095067aa · outbound

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

Image Editing As Programs with Diffusion Models Adding conditional control to text-to-image diffusion models

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.599146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.599146Z digest=sha256:4fea16d0e41c1ccf7a8e7ec301ad58e316d272f1183faddef95d14971eacf0fd

Observation 8c5cf1a5-145c-4c5e-972a-bc3d6f9e2809 · outbound

This paper cites Tie: Revolutionizing text-based image editing for complex-prompt following and high-fidelity editing, 2024.

Image Editing As Programs with Diffusion Models Tie: Revolutionizing text-based image editing for complex-prompt following and high-fidelity editing, 2024

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.303947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.603123Z digest=sha256:bd4ebca4cf7782d1c89c358b32df44555596fd839efc0ec7813ae588ddb70f71

Observation 4a29977e-9ff7-4719-bd54-2c2e0a19a5da · outbound

This paper cites Easycontrol: Adding efficient and flexible control for diffusion transformer, 2025.

Image Editing As Programs with Diffusion Models Easycontrol: Adding efficient and flexible control for diffusion transformer, 2025

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.291665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.607297Z digest=sha256:e4ec93d6ed1f00f909bd3adbf1fb00db64aca1147bd317b84652b525b3d0c6e8

Observation 17e63dfd-59ae-4599-9937-00c6e4a0552d · outbound

This paper cites In-context edit: Enabling instructional image editing with in-context generation in large scale diffusion transformer, 2025.

Image Editing As Programs with Diffusion Models In-context edit: Enabling instructional image editing with in-context generation in large scale diffusion transformer, 2025

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.279348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.611572Z digest=sha256:c370d73a53ebb9bd6d87436dda766fc3259890c5899d317f2f339a8acc2651fa

Observation 6d788c85-46d1-4a55-b6ab-1a3ec38b57f8 · outbound

This paper cites Ultraedit: Instruction-based fine-grained image editing at scale.

Image Editing As Programs with Diffusion Models Ultraedit: Instruction-based fine-grained image editing at scale

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-07T10:51:38.616194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:51:38.616194Z digest=sha256:6e4dad771c2969cf24dcc63743105ec874aa2805dc40a4accfc46175f1eb9093

Observation 6f45c9d8-aeb1-458b-961a-3cf0d50e4f6c · outbound

This paper cites Invalid category:.

Image Editing As Programs with Diffusion Models Invalid category:

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.260921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.619849Z digest=sha256:02b14c5a09c5fed069b19aa3aa7d1706f070be767577442ce1c4e5d0b6c213bb

Observation 429e6cfd-bab4-4bdf-aa04-ac43a74511d4 · outbound

This paper cites an unresolved cited work.

Image Editing As Programs with Diffusion Models Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:51:39.249729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.623862Z digest=sha256:c0bab6188f222e2949095c51c2fd140acc34443f8fdcee71f9f0518125865829

Observation 06dd7a72-5304-4751-a796-6fd7a2c2726a · outbound

This paper cites an unresolved cited work.

Image Editing As Programs with Diffusion Models Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:51:39.238041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.628091Z digest=sha256:348b4380707a51b849cdf4bbf3237bb47a6dd85ae7b3df6b7c392c6a5f2a6f8b

Observation 0d625072-2d57-4344-a8e6-6a3af856dc29 · outbound

This paper cites bed", [50, 300, 450, 450]), (.

Image Editing As Programs with Diffusion Models bed", [50, 300, 450, 450]), (

Reference 82

Resolution
verified exact
raw_fallback, observed 2026-08-07T10:51:38.777345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.632337Z digest=sha256:87ec1a013c56c7d6a54c6e869dd8e6eee3dec3f33ac29903ba8978e517cf5d66

Observation 40483518-7b47-4445-99ad-214852237348 · outbound

This paper cites an unresolved cited work.

Image Editing As Programs with Diffusion Models Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:51:39.226921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.636866Z digest=sha256:d839f4d53ddec5ce8eedbaf008084537e15518b19fca0511cbd42fbb82fe315c

Observation b2ba4abc-924b-423c-afaf-20f9350d5c67 · outbound

This paper cites an unresolved cited work.

Image Editing As Programs with Diffusion Models Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:51:39.216147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.641099Z digest=sha256:817b930693894ead0c9dcdc846f0617962ca5d506b75994158bc045eb899ea2b

Observation bc35b382-1670-49a0-9d65-7a82b8db1215 · outbound

This paper cites an unresolved cited work.

Image Editing As Programs with Diffusion Models Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:51:39.205173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.645385Z digest=sha256:99f4e1ec53ea5baa2f6ed891f543b5b722180ad242b6bc52c4556b1d85099caf

Observation 6a560fd7-e992-4c74-b154-5be2093fc652 · outbound

This paper cites an unresolved cited work.

Image Editing As Programs with Diffusion Models Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:51:39.194054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.650311Z digest=sha256:f7cd873b7b4957d41445d53807bd9f1b0224321f4de0efa8e01a266e9be497ec

Observation 0541ff92-a47e-41cc-94b9-cad950fc9593 · outbound

This paper cites an unresolved cited work.

Image Editing As Programs with Diffusion Models Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:51:39.183502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.653816Z digest=sha256:6043df826e62954139651838833df3f9ac76a0a0a93b480670ce1ef95af68d2e

Observation f3f805f3-3f45-428e-84ab-a042b085d783 · outbound

This paper cites an unresolved cited work.

Image Editing As Programs with Diffusion Models Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:51:39.172811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.657706Z digest=sha256:b94ed826e1e4aad83679ed38c7c0a362ccebbb74d4b06cdb3af218b67e326cad

Observation 0bb7ed21-11ba-41c0-83ec-f9e44b1f5d44 · outbound

This paper cites an unresolved cited work.

Image Editing As Programs with Diffusion Models Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:51:39.161002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.661456Z digest=sha256:6608a2c4f877dec911a176ea4da6beac57f5213ca01d8e46e1c5451f535b594f

Observation fe951b83-ac44-40a8-b1b5-06793cd05188 · outbound

This paper cites an unresolved cited work.

Image Editing As Programs with Diffusion Models Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:51:39.148561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.665526Z digest=sha256:5c2100be2c18a68bad1882e03e71c79f03b07d35e6a53e8fea796dd0878b813d

Observation 270f94d9-9b87-4533-a646-55474d5c4e28 · outbound

This paper cites an unresolved cited work.

Image Editing As Programs with Diffusion Models Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:51:39.137434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.669550Z digest=sha256:bc47d3230e01b32930c42647f0cc10e54e3925670bcbd16d8c16013e94e6e96b

Observation 7e535ac1-41ee-46b5-a1ae-9e60ae047ff2 · outbound

This paper cites an unresolved cited work.

Image Editing As Programs with Diffusion Models Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:51:39.126919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.674419Z digest=sha256:775c5f821e92c1f8d2b34d87c594f9f5bca04fb4ad8a4e6cfc3b818355c5460b

Observation de595a1a-f831-4ff6-8132-2342df57a3e4 · outbound

This paper cites What would it be like if we placed the lady in a forest during autumn, and she was wearing a white dress, with a fox beside her?.

Image Editing As Programs with Diffusion Models What would it be like if we placed the lady in a forest during autumn, and she was wearing a white dress, with a fox beside her?

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:51:39.116273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T10:51:38.678111Z digest=sha256:aad2046b1f954c0ffed2648acc38f47a94b50c8995f875c7f54ecd567bb1424b

Pith citing papers

Observation e3172cd7-0357-4060-9b32-6c9124654e42 · inbound

Meta-CoT: Enhancing Granularity and Generalization in Image Editing cites this paper.

Meta-CoT: Enhancing Granularity and Generalization in Image Editing Image Editing As Programs with Diffusion Models

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:46:12.360685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-08T04:30:28.636915Z digest=sha256:7debc3f58a09f8ab71b26967579d77fe35f2a7d7445d7e56e18ce9d8d57dc019

Observation ef861644-da11-40be-9298-9e7a8a19efc1 · inbound

DataEvolver: Let Your Data Build and Improve Itself via Goal-Driven Loop Agents cites this paper.

DataEvolver: Let Your Data Build and Improve Itself via Goal-Driven Loop Agents Image Editing As Programs with Diffusion Models

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-11T10:46:05.476199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-10T15:19:02.421080Z digest=sha256:64baaa5ab142aa0aed721a55efdde825c990cfad5608e1e3c91b004a31f9d1c4

Observation 8247b576-3597-422d-a9f1-53134d20969d · inbound

Semantic Granularity Navigation in Image Editing cites this paper.

Semantic Granularity Navigation in Image Editing Image Editing As Programs with Diffusion Models

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-21T05:53:59.255985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-21T05:51:19.211778Z digest=sha256:5be506bebd7c8e857470ec438e3fcc365d579b752314a4600bb1916f8521623e

Observation 42568c19-45a8-4f41-a0f8-ed06385b7806 · inbound

Semantic Granularity Navigation in Image Editing cites this paper.

Semantic Granularity Navigation in Image Editing Image Editing As Programs with Diffusion Models

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-06-30T17:14:56.699828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-06-30T17:13:18.594937Z digest=sha256:37143f3d87ae2518d4f0b1925a3ea402370c7201bb7cd7087ec99d9b3da8186f

Observation eed2cac3-8087-4e93-8551-2351ebac4cbd · 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 Image Editing As Programs with Diffusion Models

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-07-02T07:36:45.166229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-06-28T06:50:09.597043Z digest=sha256:f2dd84211402be731ee6d8f4bd0200344fa5de2f2461b94af9183c145d6eabc3