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Paper Citation Record · LEDGER

Understanding Generative AI Capabilities in Everyday Image Editing Tasks

As of 19 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 1 inbound Pith citation observation for arXiv:2505.16181.

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

pith.paper-citation-record.v1
2505.16181 v2

Coverage vector

measured 75 of 75 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:09:27.306570Z

measured 76 of 76 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-07T06:38:04.459129Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T10:21:27.675614Z

Reference resolution

75 of 75 outbound references displayed

  • verified exact2
  • verified fuzzy11
  • unresolved60
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ab6e5918-97e1-4753-81f2-86e28992351e · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:41.505128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 3a767fd6-6293-4a6c-8875-b6f024cd1dda · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:41.227762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:18.556609Z digest=sha256:29d6836d2da729bfe86b93a4bf51da1f8c25620956317d8a89b8fad4b67fe456

Observation c74f29ad-3ee4-485e-b441-3f88899bfe2c · outbound

This paper cites A System for Automated Image Editing from Natural Language Commands.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks A System for Automated Image Editing from Natural Language Commands

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:09:27.891247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:18.650086Z digest=sha256:0bcd5a9af7a7fc95f4c554a4fac5c6b1833d181c3a1efd8ed709444abfe46b44

Observation 45bbc07e-0755-4f65-99a8-41fb31f21d2d · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:41.031741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:18.761039Z digest=sha256:c903a77834842abe98a831d13f67f0063aa93669e02f87187d6f828dc871ab5e

Observation 2aa62bc5-5751-4867-ae63-5554100bf064 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:40.901122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:18.873766Z digest=sha256:0d9f6c030c2abe8844c9781c2282ac749379aaab06fc545746bd7eb5f1898656

Observation eaca60e3-7d28-4db1-905b-210f156fef99 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:40.769935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:18.987956Z digest=sha256:94fa9d72fc09ec6691fa057201f65023b5ed3feaed293fadcc51c2d1c532137e

Observation f10b55dc-d9f9-484d-b772-14fa6ab0c3ed · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T15:09:19.079742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:09:19.079742Z digest=sha256:be3ce8df7a0f24a0f002829155943c33ba492696622ffc203f92069f350fc9d9

Observation a614db6a-6670-4179-a03e-42ebcc22899d · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:40.610332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:19.198050Z digest=sha256:3dc212c0c4aa79b2df22e2b15ed5671d36abfd6ac62562e2d6f75290c56e960a

Observation d4266218-c64b-4502-b4a2-e0feba0e3388 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:40.486913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:19.302161Z digest=sha256:8ff2dcde4f19768d206a14522380f0478eb0c8067c9fe1968dcd96b4c25a4429

Observation b78c34e3-5611-4716-9ea7-894fd8b8985d · outbound

This paper cites Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T15:09:19.449688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:09:19.449688Z digest=sha256:f517cc231138ee7f6d1172944d1154a7eff4bbe376334203ac1f172014368570

Observation 74b9f1f1-37a0-46bb-8fed-bc24e30d402c · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:40.377305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 59132a1a-31fe-4267-9f3d-46b59e18864c · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:40.270489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:19.625135Z digest=sha256:7c8d5dfb6660c2015d17c15cdfe5c53b745900a60c7219f07ca4fddf5be48028

Observation 9a834e7b-d6ff-4c42-aff9-0be359c7815c · outbound

This paper cites SEED-Data-Edit Technical Report: A Hybrid Dataset for Instructional Image Editing.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks SEED-Data-Edit Technical Report: A Hybrid Dataset for Instructional Image Editing

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T15:09:19.714382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:09:19.714382Z digest=sha256:63edb766a4c46e08a5123a9e1b1b5c2807afba2ad0a2bb345cf073d88fce0d4c

Observation 58bb9afd-bab0-4aff-a2be-c217b694cb54 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:40.162747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:19.828050Z digest=sha256:36b8745767c2b6543a7af687cf853ae49acd7c1ae735a62f3552f75f08691f55

Observation 5c4eb48a-0cdb-4440-9c93-5cd4c5d23d01 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:40.010457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:19.940614Z digest=sha256:23c540a60fb609ee7a273f8489e475b009b725736300b65879296cd4ee54ba51

Observation af3d4ae4-844c-48be-a2dc-4b959ecff8ff · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:39.868752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:20.076699Z digest=sha256:46a222036785e92a93ce646c3d0f0bd19b2b7ab4f71fe931bcad7e3b0c78e0d2

Observation e3662547-d829-4eda-a5ff-f24bbd6cc7a8 · outbound

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

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Diffusion Model-Based Image Editing: A Survey

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T15:09:20.185257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:09:20.185257Z digest=sha256:29dc3f2c9dfa911a18f96659f5f6881f4edbb5a0e8f9a40ec077fb93127aa138

Observation 0ef4a4bb-7fb0-4b9a-9904-9567e643d9e9 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:39.731094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:20.290753Z digest=sha256:dee5189ebdc555c0f5f1617df95d1ec4a1ccd61bf721b90637257b2d1a8bcae5

Observation 91fdf407-a8af-4ae2-af69-877cfbf6325d · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:39.593002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:20.412044Z digest=sha256:4be16677ea62b36aea795bea3087f91c56d85b20036eea1e44e4feb1bae52d4c

Observation 7f29430f-7e87-4222-9c44-291ae74c2f9e · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:39.450355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 1af3a1ce-a527-4604-aca9-41a613f58a98 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:39.300276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 58d4b160-f841-4fcc-9987-48e4d64a2a40 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:38.977647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:20.819970Z digest=sha256:6dbe449c16e819d8f05196c620c2395504719ac96c66a7a2ffec9e06cca34c2e

Observation 7eb64c38-fb93-438d-bb44-b33c0e6bba8b · outbound

This paper cites Preserve or Modify? Context-Aware Evaluation for Balancing Preservation and Modification in Text-Guided Image Editing.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Preserve or Modify? Context-Aware Evaluation for Balancing Preservation and Modification in Text-Guided Image Editing

Reference 23

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 9d5c9c1f-5c6a-4415-882f-38def7cef88d · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:38.787712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 016425d9-236b-474f-b475-9684a4f3e548 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:38.504644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:21.099386Z digest=sha256:b250388a876dfb533ff3f34cf64c10084fea69f44c102d11845f20e1743af3b5

Observation 59d7381e-d060-45ec-b7c3-a40646b7a512 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:38.203236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation cb2e0ab7-3488-4fa9-838e-c5ca8c6f8734 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:37.921257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation b7a4fb65-de5a-445f-924e-5adc5573c70b · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:37.628642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:21.385792Z digest=sha256:cd3dc6ab802f9d3f09f7b3d8ac5e1d1c6c6d77536b679aac767a6f21966921d9

Observation c22de09f-46f3-4746-9284-9fac8639e8ad · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:37.308877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 54edc10c-27d6-4d3d-82bc-9fce6f4d80d9 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:37.041805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 46abdc7a-10ed-4b74-a0d1-1d0bda03c237 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:36.849084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:21.689677Z digest=sha256:cdb4a8bbe62b6b7f1bd6bb9ac85b8b500a8f92a2f68b460d18af04ddd70ba89f

Observation 48525466-7f18-4725-a335-4f547f7a086a · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:36.669355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation b608881a-3583-47d8-836f-8cfac2b2beb3 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:36.502411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:21.963571Z digest=sha256:03f2eb1fd2b239705fed0103e2f8e127ed451f8c3f91b428f014e20cdb638752

Observation a6967d02-ab38-4822-96c1-e8853c887ca3 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:36.375234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:22.148291Z digest=sha256:09df1db286ab1359a2c34e96e5e4c39db0863e853d2a181799e57c4c2c4ae78e

Observation 39dc55a6-c41d-48c2-a9c2-fbfb32c63b58 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:36.249936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:22.310971Z digest=sha256:ef06f379361bab815fcd440f5b671f0b79451615f597f1a1edb010bf5d7874a7

Observation 8ac93f49-ccc5-43ff-ad82-34e663e327ea · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:36.116509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:22.469889Z digest=sha256:ac3f536c791530e39801d915739c40f6a0032baeb7350ef8cd695cbed7e10195

Observation 09d423f4-89ba-4311-aeb0-19972c81fc8e · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:35.979043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:22.593937Z digest=sha256:99441e99eb002a1d3f2dd68a89dd536dfa13c8435a32eef86b97ba2caa5f4aa0

Observation c2be4046-b905-4ebf-8e34-ba340881a39e · outbound

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

Understanding Generative AI Capabilities in Everyday Image Editing Tasks DINOv2: Learning Robust Visual Features without Supervision

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T15:09:22.745068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:09:22.745068Z digest=sha256:b970e30bc0937ccd224b6703556a19602eba26753d1dbfa9960a497116e7beaf

Observation 6fa1c35c-79bb-4902-921c-1a1a0528544d · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:35.781695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:22.895450Z digest=sha256:040530d9dde63119dd04dda8a17ba16034fc69427a1ab086c7d1c2c45ac0bd61

Observation 3228bec7-3bc9-432e-b858-fa75e6134849 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:35.633659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:23.058314Z digest=sha256:ca30159fc72df3047c2477d0fbafa4490626edd5f3472897decdf0ab243b6528

Observation 6d182a2d-ff2c-4651-a22a-fe4026d5acb4 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:35.446289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:23.187551Z digest=sha256:b22c4e99f67b4d3c8d1f882409c34c8f8f3a9f609b11e91c4ce785b35e368d0d

Observation e5cd0736-b059-496d-b143-21365d5e5fa9 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:35.282160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:23.319747Z digest=sha256:5e425e5cebccacde1e2e7ba009ee2ecdae86579e1f780598908a039d87a598b9

Observation a4850b9a-b775-4897-a58e-5b6ca1ea90fe · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:35.076788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:23.421316Z digest=sha256:a3abacc047537f5edf439ae51a63e7d83cb0b69fe7c9f18627adb2fbf9101a7d

Observation 5df6d46c-4b65-41a1-b37c-e51e3dd44007 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:34.899103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:23.544687Z digest=sha256:0920a709783406f7b07bfa53acff973a9368749d61adc60b0aef0acd0a55fd17

Observation 891313d5-3a75-45b9-8d8f-4fb4fbdb918e · outbound

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

Understanding Generative AI Capabilities in Everyday Image Editing Tasks SeedEdit: Align Image Re-Generation to Image Editing

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T15:09:23.655603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:09:23.655603Z digest=sha256:e654395615cd5b2f2ac1791742f0af0a078579182c15fb1b4da9287b6cbc61ec

Observation f9362455-0546-42e1-b864-17ff6e506ce9 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:34.732582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:23.773774Z digest=sha256:cbebdd8e5130afbfea8080df7c669903f5a9bdc7cda2299ed0badae9acd21f94

Observation db83bc99-575c-4be2-89d2-694069cca7b7 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:34.572152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:23.940737Z digest=sha256:4a34e61b40deb73fbf9a5abcd24902a374928c252c33b7c9e5bb464f4446b5d6

Observation b31cdbd5-5cf1-45ea-bb43-2e083a0e98d6 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:34.382113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:24.060324Z digest=sha256:baa23c99e4dcb48f7491bedff6d0e88d87823bd8e13deaf9329174189aec9d69

Observation 1d4d7db9-58b2-4aec-a7b6-5e5c1d794027 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:34.265991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:24.212785Z digest=sha256:269e0dc73dd652a815d8afe85a70aa7664741289bb3f12ab224aed16feac3239

Observation 09c4a730-cd48-4977-b28b-5bf3572bc79d · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:34.110382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:24.373556Z digest=sha256:a2f126176a8afe88a90c23432770e9b4c82a2bc0dd0883d29015ccf25815336d

Observation 0bf3ed09-a84a-43f4-9e0d-4cb258acb77a · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:33.891922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:24.504214Z digest=sha256:561e3f04e12eaeb268a86cc2149a824e7b760fa18798299f6b642e32ad89c772

Observation cce00b22-56a9-4e9d-8723-f617cc7f82bc · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:33.764838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:24.618994Z digest=sha256:81ff5fde346fa328d729b87407734a0ca9e7da076dc95bd9822c5aac16cfdb5d

Observation 4ea970ee-a6be-42d2-a670-b4131defb727 · outbound

This paper cites LLaVA-Critic: Learning to Evaluate Multimodal Models.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks LLaVA-Critic: Learning to Evaluate Multimodal Models

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T15:09:24.902387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:09:24.902387Z digest=sha256:7f1d7a2177b6850f3afe6e8eaf27efa88df92f09a5c2bef2bee505eb9776b11e

Observation 9d7116ec-a395-4962-99c7-e7a2bd4917e9 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:33.475048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:25.007458Z digest=sha256:9a3d13d7daab5ae6fa5c03d32c00c4f3d2146e8e9d9419cc8479ba6b95d9711c

Observation 58f1ada9-6f6e-4625-9f3f-ed53c8fdb551 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:33.263014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:25.117777Z digest=sha256:fd9ba577f221574d7d114caa5c33fd673fa65a9a1b47ec70710bdd270dd80ca9

Observation 186e556a-cd66-4c03-9b64-f2422cd0be47 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:32.959962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:25.239540Z digest=sha256:2e28a438abf812daefdd3aacf9afced43521f0324dc8c29eba2a3798b458e8f2

Observation 3ff0f0d5-80db-49c3-aff3-7908bedb6167 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:32.663952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:25.382650Z digest=sha256:bcc4212fd4cd4b98b0af25963feefe6fc1535976b3202e1a475c0b83e1ab96e4

Observation 6a925c39-4218-40a5-8c83-b825a7077709 · outbound

This paper cites description.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks description

Reference 58

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T15:09:32.315244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:25.513759Z digest=sha256:870c8845303a80eedabb53021e20568b128741ce6d984b256c24cc0d617f8a72

Observation 2615f63d-5696-4998-8ac2-2b5665abcc43 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:32.071183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:25.654771Z digest=sha256:0c5b5077c375252a13235df9c0039122d5d8bb115114121490f70582cf3ecd9c

Observation b8299969-cc29-4313-9132-99257e18208d · outbound

This paper cites }, "image_editing_relevance.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks }, "image_editing_relevance

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:09:31.791287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:25.793095Z digest=sha256:90c0da97de7598b5258e42530c8dc1ec6a0b9cee2505985281f280bb4c4bf558

Observation 2aca7307-08ea-403c-a17e-e2fec7bcf1d2 · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:31.503237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:25.915265Z digest=sha256:7d46157ced5b54223decd11b5203e5f17ba51e95c2edd84387ad130f5055c588

Observation 962fada5-8795-4e0b-9e6b-be1d99275d7b · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:31.180009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:26.017071Z digest=sha256:7a18efdf9150f6fae4fe50a9378acd54db463ccc9c9e85079cfae27ab8ae95d2

Observation 0d0770a7-41d8-47ee-8f12-cc68a745130b · outbound

This paper cites an unresolved cited work.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:30.928997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:26.124478Z digest=sha256:b5c00aed18d4aa011dffa4d71271d1c3f31e6b81693797ae4ba9840b246116c3

Observation 072050d6-6f38-4dd7-bf6c-c0f696cf362c · outbound

This paper cites Return your response as a JSON object with an ’actions’ array containing only valid categories from the list provided.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Return your response as a JSON object with an ’actions’ array containing only valid categories from the list provided

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:09:30.635587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:26.229770Z digest=sha256:715c12b59e917f81f6f0e178a25ecb15ffc46de969fcee4d295ded975d514509

Observation 05d821c7-4ad9-4248-88b8-e02c271b67cc · outbound

This paper cites Generate a list of candidate keywords that are **highly likely to already exist as a WordNet synset **.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Generate a list of candidate keywords that are **highly likely to already exist as a WordNet synset **

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:09:30.272618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:26.349204Z digest=sha256:4c220dab83ed9b4b74c7ca8a8e305d3662a13a56e11cdff534c6fe38662fa855

Observation fc9f367f-0240-445e-b135-2354c2ec0d50 · outbound

This paper cites "" Figure A8: Prompt for assigning WordNet synsets to subjects of editing requests 23 Full Details for Subcategories (Part 1) categories_desc = {.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks "" Figure A8: Prompt for assigning WordNet synsets to subjects of editing requests 23 Full Details for Subcategories (Part 1) categories_desc = {

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:09:30.008518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:26.473658Z digest=sha256:bd6209d17647b86d4af6d2462ee13aa6c888adc21828a6debeb32e26e1826290

Observation 7eeb4f61-7d2e-4d3c-a69b-81969ad278f1 · outbound

This paper cites Remove the red-eye effect from this photo.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Remove the red-eye effect from this photo

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:09:29.651859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:26.610398Z digest=sha256:8d16989344c8d96ee9c5ea8f8ec403e0c5200deeb7673cf575a26009d34c6d47

Observation 0c19c77f-248d-4bf4-a775-dfcd9f79eb22 · outbound

This paper cites Transform this portrait into a work of abstract art.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Transform this portrait into a work of abstract art

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:09:29.347470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:26.736128Z digest=sha256:bd816276705ba31d680c7d459bd729442bf466229961c7635290cf886d0f1f13

Observation 9b3d62fb-2258-4bcb-89fe-91e283ef83ac · outbound

This paper cites Adjust the brightness and contrast to enhance the image.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Adjust the brightness and contrast to enhance the image

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:09:29.039220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:26.876182Z digest=sha256:cfacd131726561e47b1851a3a383c70c7242ccb56f1563e79fc454390296f0df

Observation e14a0c4e-1628-41bd-8c7e-9749c6db8d20 · outbound

This paper cites Crop the image to focus on the main subject.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Crop the image to focus on the main subject

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:09:28.761812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:26.997368Z digest=sha256:c944169374caf75a098017b1951565e80a1472a21841025cbd4bd7051540d397

Observation a660bbf0-1bb0-4e59-8fa8-fdfd4c571272 · outbound

This paper cites Add a dramatic sky to this landscape photo.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Add a dramatic sky to this landscape photo

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:09:28.443802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:27.128084Z digest=sha256:a23bad2ab1a9035c769c67919f26a4b47b5bbc20b4ba2016dfe3dad0417b84ee

Observation f80efdc3-57c7-4e40-8332-9ce138ea7af1 · outbound

This paper cites Reimagine this landscape in a fantasy setting.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks Reimagine this landscape in a fantasy setting

Reference 75

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T15:09:28.155352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:27.306570Z digest=sha256:23debee6d0880f78c9c50f3a81d9dc4830fdc76b42d6de4e92c1042d855ba686

Observation 7188e4d4-a892-4906-9be4-b6ff8dcbc61a · outbound

This paper cites EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks EditVal: Benchmarking Diffusion Based Text-Guided Image Editing Methods

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T15:09:18.444370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:09:18.444370Z digest=sha256:6dbe3a9b08a485d2675a437e2ceafe799983078282385d6a0c6babbf71a59276

Observation f1281f0c-5498-4e08-9078-78a35a17b70e · outbound

This paper cites InProceedings of the 41st International Conference on Machine Learning, ICML’24.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks InProceedings of the 41st International Conference on Machine Learning, ICML’24

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:09:33.588710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:09:24.761603Z digest=sha256:bc9d1a4950010ed0efed23f7f922381edbb599e759c1d790daa0c07717bfa321

Observation 9ee078a4-f51e-47af-a549-d6bd04a786aa · outbound

This paper cites https: //developers.googleblog.com/en/ experiment-with-gemini-20-flash-native-image-generation/.

Understanding Generative AI Capabilities in Everyday Image Editing Tasks https: //developers.googleblog.com/en/ experiment-with-gemini-20-flash-native-image-generation/

Reference 2025

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Pith citing papers

Observation d0ee0a63-644a-47e0-b0fd-c03b2c37044f · inbound

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling cites this paper.

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling Understanding Generative AI Capabilities in Everyday Image Editing Tasks

Reference 79

Resolution
verified exact
arxiv_id, observed 2026-05-12T10:21:27.680170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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