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Paper Citation Record · LEDGER

Action-based image editing guided by human instructions

As of 21 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 2 inbound Pith citation observations for arXiv:2412.04558.

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

pith.paper-citation-record.v1
2412.04558 v2

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:29:34.575793Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-16T22:10:29.304091Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T22:11:18.442638Z

Reference resolution

53 of 53 outbound references displayed

  • verified exact2
  • verified fuzzy37
  • unresolved13
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 134e2d17-59eb-4086-bf1b-a363d87d3f65 · outbound

This paper cites Black, and G¨ul Varol.

Action-based image editing guided by human instructions Black, and G¨ul Varol

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:35.124468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.385798Z digest=sha256:40136afcba4afae1bf394aa6d07ceb9bf40e2bc7ee2dfe269b186ce3cd1f9bf5

Observation 2683423b-e77f-40ce-bd49-06e11da92fa7 · outbound

This paper cites Text2live: Text-driven layered image and video editing.

Action-based image editing guided by human instructions Text2live: Text-driven layered image and video editing

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:35.115993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.390079Z digest=sha256:a5a41c165ddc4779083d5aeb57ad9ccb8c5bef80b25a249d7b6d65a038ec5184

Observation e194f1e7-a5d8-4053-8992-8642fdcc38c9 · outbound

This paper cites an unresolved cited work.

Action-based image editing guided by human instructions Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:29:35.108487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.394143Z digest=sha256:92f6910a45c6f82f28beffc531c0e0987c0a2ed045ab7a574a4160ba966b3124

Observation 526f2c4f-0138-4ddd-989c-693605fd8c36 · outbound

This paper cites an unresolved cited work.

Action-based image editing guided by human instructions Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:29:35.101645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.397319Z digest=sha256:120c3bb76526f8545b45b682dfd961283e384f1fd6ed4fda130169854d3a3188

Observation 66422ae7-3c0f-4cb8-80c7-6028a5cea6f5 · outbound

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

Action-based image editing guided by human instructions Masactrl: Tuning-free mu- tual self-attention control for consistent image synthesis and editing

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:35.094114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.400723Z digest=sha256:f3b9f0ab8115f0dc07b6ad137a2be5638eaf3e1734090831a6b854cec994ef55

Observation 569ff669-c47b-415b-b29e-18a1891ea1cc · outbound

This paper cites A short note about kinetics-.

Action-based image editing guided by human instructions A short note about kinetics-

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:35.084166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.403952Z digest=sha256:d0b484d3b8b63140dc4adddbbe396005611df8f05efd1d8615bdfac84c0fbcfb

Observation ea383fdc-2022-4128-8a52-eb7dbcf1a421 · outbound

This paper cites Freeman, Michael Ru- binstein, Yuanzhen Li, and Dilip Krishnan.

Action-based image editing guided by human instructions Freeman, Michael Ru- binstein, Yuanzhen Li, and Dilip Krishnan

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:35.074504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.412588Z digest=sha256:51cd2b85f7e8957dbcae23aa4ac9211c6f3302d600e56dc7c74364fa834c6781

Observation 4c982f1b-349b-4eee-a123-f1cb6e74ae4b · outbound

This paper cites Learning Variational Motion Prior for Video-based Motion Capture.

Action-based image editing guided by human instructions Learning Variational Motion Prior for Video-based Motion Capture

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T21:29:34.416273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:34.416273Z digest=sha256:e1690d2dbf3f3c5d1182d9b56d52b13e99cad9314edf30716e7417d926ec4896

Observation 20138ca7-6c54-40f8-8506-8f76a6fce4b0 · outbound

This paper cites Rescaling egocentric vision: Collection, pipeline and challenges for EPIC-KITCHENS-100.

Action-based image editing guided by human instructions Rescaling egocentric vision: Collection, pipeline and challenges for EPIC-KITCHENS-100

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:35.064935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.420125Z digest=sha256:7c4510a3059bf1cac19f0fb6a2b9f09dc2e8e46c3fc3920426d85547f8bfed4c

Observation b547e5da-a0d4-48b2-b407-305f07f7debe · outbound

This paper cites Efros, and Aleksander Holynski.

Action-based image editing guided by human instructions Efros, and Aleksander Holynski

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:35.055170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.424722Z digest=sha256:dbe756b730d899cadfddddcbd7c225f368a7d67e58f959e3ff762486917e513e

Observation cf4b1336-e71e-4b02-915d-9e1f249df1ee · outbound

This paper cites DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models.

Action-based image editing guided by human instructions DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-11T21:29:34.429005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:34.429005Z digest=sha256:a9bea38cd16070746ee12a374ba182930b93310110b8c5a573feb302f82ae26f

Observation c19b0ef3-12be-4139-b70b-05d1eee585c1 · outbound

This paper cites Egocentric Vision Language Planning.

Action-based image editing guided by human instructions Egocentric Vision Language Planning

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-11T21:29:34.640299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.433291Z digest=sha256:126c77f5cf0951f100afd174c634d7d1154b7b16b404a10cba7249b29c520c6e

Observation b3b8a9be-fde3-4a9d-8178-04c06650379a · outbound

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

Action-based image editing guided by human instructions Bermano, Gal Chechik, and Daniel Cohen-Or

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:35.044866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.437802Z digest=sha256:0b6898af16b8883781b3eaa50185caec8b781f385d28c926f65494234865a013

Observation 0bb92f94-a325-4b69-ba4b-2549b154a568 · outbound

This paper cites The ”something something” video database for learning and evaluating visual common sense.

Action-based image editing guided by human instructions The ”something something” video database for learning and evaluating visual common sense

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:35.034629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.441697Z digest=sha256:3231a4f2612e3b10e37d5a727c9d7d9d3fe1b9b4c896e3f8e8fcc13d46beff4c

Observation 5a127a3f-5ef8-4ae6-a8ac-5a3fd6134f3f · outbound

This paper cites Generating diverse and natu- ral 3d human motions from text.

Action-based image editing guided by human instructions Generating diverse and natu- ral 3d human motions from text

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:35.015739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.448253Z digest=sha256:849a744e52bf7a263c85d7aca3a8013aa6a7879890ec4d642013ecdbbc150399

Observation 4cb636ea-52b5-40d2-8f63-50215818ea0e · outbound

This paper cites TM2T: stochastic and tokenized modeling for the reciprocal gener- ation of 3d human motions and texts.

Action-based image editing guided by human instructions TM2T: stochastic and tokenized modeling for the reciprocal gener- ation of 3d human motions and texts

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:35.006542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.451481Z digest=sha256:066a296316d4a6057f390c3df408c9dbd2a0a5dd9ab299f1f32b8580af5a5aaf

Observation 54e05f4d-1c69-47fc-b435-1955b347f82c · outbound

This paper cites an unresolved cited work.

Action-based image editing guided by human instructions Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:29:34.997839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.454426Z digest=sha256:43537b651f23348128547ac5f926fbf10ac22bbd12ea158ae9a70e5718f86e24

Observation a0b4d527-b5a5-49f6-b3c0-c3028b6010fa · outbound

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

Action-based image editing guided by human instructions Prompt-to-prompt image editing with cross-attention control

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T21:29:34.457798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:34.457798Z digest=sha256:ec644e8a1215d29404dd88535c84dbca6b444027e71c73758603caf8bca6b164

Observation 1069dadd-e4ad-45fb-95c0-d300fb6813a6 · outbound

This paper cites Clipscore: A reference-free evaluation met- ric for image captioning.

Action-based image editing guided by human instructions Clipscore: A reference-free evaluation met- ric for image captioning

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.982248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.462381Z digest=sha256:84fb044ac3487d90d4effcda7fb50b6a727f3c06871eae1f45876eff6a4898ba

Observation f4ca5200-106a-4365-b159-366501f26676 · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.

Action-based image editing guided by human instructions Gans trained by a two time-scale update rule converge to a local nash equilib- rium

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.972014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.465753Z digest=sha256:8c8b0df73729bf427c5edb8d949c16e2ef5bda270626538cc2ca9e9220423657

Observation 817e9881-6a40-44ea-9fa5-c1561dbca79e · outbound

This paper cites Denoising dif- fusion probabilistic models.

Action-based image editing guided by human instructions Denoising dif- fusion probabilistic models

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.962054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.469539Z digest=sha256:4330763f35ceb802eea2af54d52f80ae7fcb996155ff6a3f95972eed4dffa09c

Observation fa1aa726-f5d6-4c2e-b2d2-46becd3bc546 · outbound

This paper cites KV inversion: KV embeddings learning for text-conditioned real image action editing.

Action-based image editing guided by human instructions KV inversion: KV embeddings learning for text-conditioned real image action editing

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.952823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.473470Z digest=sha256:2c9467633ef57c8b9b56e305ee544a15e806cbdb20ca9219075a3b7fff556630

Observation f1ef509a-79ca-4623-90b3-a28f94f81d3a · outbound

This paper cites Smartedit: Ex- ploring complex instruction-based image editing with mul- timodal large language models.

Action-based image editing guided by human instructions Smartedit: Ex- ploring complex instruction-based image editing with mul- timodal large language models

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.943188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.477443Z digest=sha256:886abf79d907b44054a0c85cf1dfb4a2a128f907877f77f1d2fbff6d3661b207

Observation 95de9274-fb3e-4473-9f12-6e44abfea2dc · outbound

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

Action-based image editing guided by human instructions An edit friendly DDPM noise space: Inversion and manipulations

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.933062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.481767Z digest=sha256:92051fe2dc3eec6e826f14d36be2bd634ad698eee7382740b1a85c2e996edaaa

Observation 99c1b573-98c7-44e7-a62e-9a2812845655 · outbound

This paper cites Guided motion diffusion for controllable human motion synthesis.

Action-based image editing guided by human instructions Guided motion diffusion for controllable human motion synthesis

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.922943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.485186Z digest=sha256:59c1688a0b6afbdccb8da15e1b2c50e25289da3d0cdf30aa6100e0b62e42907c

Observation 1f2aff3e-3daa-483c-b369-290f214af9dd · outbound

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

Action-based image editing guided by human instructions Imagic: Text-based real image editing with diffusion mod- els

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.914735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.488762Z digest=sha256:0041d22154a63d086d64f418f52dabd59e8b7b7620435c39757abf7d85c337a3

Observation 0ee3e5ab-0fc5-4143-b68e-488d7854cc11 · outbound

This paper cites Li, Mihir Prabhudesai, Shivam Duggal, Ellis Brown, and Deepak Pathak.

Action-based image editing guided by human instructions Li, Mihir Prabhudesai, Shivam Duggal, Ellis Brown, and Deepak Pathak

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.906009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.492718Z digest=sha256:a0ac3a6b91f6f98647a7475dcc2a0add9e3137b0586295fd3e1ee3accff08b5a

Observation a2dd3888-2966-4a01-8c35-951371fc2984 · outbound

This paper cites an unresolved cited work.

Action-based image editing guided by human instructions Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:29:34.896536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.496701Z digest=sha256:506e8d2e44296377c9a1b35836cd10a4def449682e28a624e8ab472010f850ac

Observation 6a826f65-74f1-4088-bbb1-956b1c0bb7cd · outbound

This paper cites Subject- diffusion: Open domain personalized text-to-image genera- tion without test-time fine-tuning.

Action-based image editing guided by human instructions Subject- diffusion: Open domain personalized text-to-image genera- tion without test-time fine-tuning

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.885889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.500252Z digest=sha256:2fdbb992b699a4ed0ae7955151cbdf956f2f5846350a8d676c7ed6f9ae4b87a7

Observation 3a028b46-70f2-489d-ba18-4155fd2bb954 · outbound

This paper cites Dragondiffusion: Enabling drag-style manipula- tion on diffusion models.

Action-based image editing guided by human instructions Dragondiffusion: Enabling drag-style manipula- tion on diffusion models

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.875580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.502903Z digest=sha256:eef11414d756a5e023fdf3600257f92210d3735daf89ab184832385960f19c6a

Observation 7f7f5955-6ba4-4f44-9f04-8be5db66cd6c · outbound

This paper cites The blessing of ran- domness: SDE beats ODE in general diffusion-based image editing.

Action-based image editing guided by human instructions The blessing of ran- domness: SDE beats ODE in general diffusion-based image editing

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.863708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.505783Z digest=sha256:83db43a05dec58cdbff7145dbc2ffe5e85f49f1b01b0485b9c0ce00a47c3dd30

Observation f6802eb1-a0ea-4879-b94b-fa9f9ac22b08 · outbound

This paper cites Black, and G ¨ul Varol.

Action-based image editing guided by human instructions Black, and G ¨ul Varol

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.844055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.511848Z digest=sha256:c5d169bdb99c99bb05c052b22336f24e7d5f5d32de80147ecbbdea10c0289e8d

Observation d87fe089-dc1c-4c0c-9c98-e721a8269f66 · outbound

This paper cites Black, and G ¨ul Varol.

Action-based image editing guided by human instructions Black, and G ¨ul Varol

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.833384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.515341Z digest=sha256:8d16580633f912d3e3ec18109e30fbcc62fe52f7ba93017b84ae95e66cf36ab7

Observation b10093c8-0581-4552-9b80-94d3b15d88bd · outbound

This paper cites Recognizing fine-grained and composite ac- tivities using hand-centric features and script data.

Action-based image editing guided by human instructions Recognizing fine-grained and composite ac- tivities using hand-centric features and script data

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.823295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.519084Z digest=sha256:a11c49452a269cfbef3d03f1f35c79416284934c907e49efe9217c168cb03b4b

Observation f16485b6-93e2-4f9e-9506-3e181f140ae3 · outbound

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

Action-based image editing guided by human instructions High-resolution image syn- thesis with latent diffusion models

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.812470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.522113Z digest=sha256:e41c041a8e552f80cab24940852320301429ebc0f69b2ac4bb7c6c9e983ccf57

Observation c490986c-9899-4add-aee4-b2b84d0209c3 · outbound

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

Action-based image editing guided by human instructions Emu edit: Precise image editing via recognition and genera- tion tasks

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.804254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.525368Z digest=sha256:daaa90169321306ec41ee927c7f0a49de654f0e1304faf049a340a27c68fdcd3

Observation e92bf735-788f-4e61-91b7-5e3f945d1226 · outbound

This paper cites an unresolved cited work.

Action-based image editing guided by human instructions Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:29:34.795102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.528993Z digest=sha256:e0229fe1216c306803ec59d2cbdecaae830f0bd9a1713762b6a1c0abe19c9306

Observation 08567252-c63d-4677-8228-403709c581d3 · outbound

This paper cites Denois- ing diffusion implicit models.

Action-based image editing guided by human instructions Denois- ing diffusion implicit models

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.785696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.532311Z digest=sha256:f177f7a109759c80656daa54694ed6fb7d5f504216da5c9143eaf22d36c60346

Observation 661b8c48-8f3e-4a17-b883-9cf855abc4d0 · outbound

This paper cites DM-Align: Leveraging the Power of Natural Language Instructions to Make Changes to Images.

Action-based image editing guided by human instructions DM-Align: Leveraging the Power of Natural Language Instructions to Make Changes to Images

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-11T21:29:34.625228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.535877Z digest=sha256:0b2386f220324a067ed61a1804cba956f9590433a27940409f552391b29ad6bd

Observation 49fd20dd-5a13-4f03-9231-5528f961ce67 · outbound

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

Action-based image editing guided by human instructions Plug-and-play diffusion features for text-driven image-to-image translation

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.774440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.539741Z digest=sha256:41f68d33a10f329e01c5af2c7ad296b5db51a35b3b19d160461af77bd4a17b30

Observation bd9e0351-b017-454f-87e3-98f4139e2b90 · outbound

This paper cites Synthesizing long-term 3d human motion and interaction in 3d scenes.

Action-based image editing guided by human instructions Synthesizing long-term 3d human motion and interaction in 3d scenes

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.762487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.544201Z digest=sha256:b5f6ad9fc27279ecfce2abf2e0c49dc8d794d366a21e8ac8a564da5d03dcbc71

Observation 6ce74820-17d8-4604-92cb-7254b277848a · outbound

This paper cites Dynamic prompt learning: Address- ing cross-attention leakage for text-based image editing.

Action-based image editing guided by human instructions Dynamic prompt learning: Address- ing cross-attention leakage for text-based image editing

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.750138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.547840Z digest=sha256:ec4deeee1bd8986102d237476909b05111b0f6aefbedd457e789920294533b24

Observation 4dff56a6-9144-44b9-b9e2-3310acb80926 · outbound

This paper cites In-context learning unlocked for diffusion models.

Action-based image editing guided by human instructions In-context learning unlocked for diffusion models

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.739533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.550358Z digest=sha256:8463215624b7c11152a4c4e17d6126417a83ebdf857d7cbef30cd1f9955dc149

Observation a6d8a6be-aa2d-4198-8fd2-a59cfd3aea01 · outbound

This paper cites Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models.

Action-based image editing guided by human instructions Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T21:29:34.553386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:34.553386Z digest=sha256:974ea9e3695a7964cddde8162bf53ece3d14d8b1c658675c4a5b189a94f5fe6d

Observation df038ec7-d3aa-426f-9df8-cf776de60e6e · outbound

This paper cites Mastering text-to-image diffu- sion: Recaptioning, planning, and generating with multi- modal llms.

Action-based image editing guided by human instructions Mastering text-to-image diffu- sion: Recaptioning, planning, and generating with multi- modal llms

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.729032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.556148Z digest=sha256:b3784109e1872dca1d5924834dabaef6814db46456a51e3f93fc6a208e66e84e

Observation 581a8051-e03b-46db-be7a-5536c2c59ee1 · outbound

This paper cites Zero-shot contrastive loss for text-guided diffusion image style transfer.

Action-based image editing guided by human instructions Zero-shot contrastive loss for text-guided diffusion image style transfer

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.708203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.563627Z digest=sha256:bf49ff9c36c118c327459f8006dfb96030d0463d02f66eeb20fabde70e645a05

Observation c7f522ae-79f7-4f80-ac27-58fb8b22d250 · outbound

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

Action-based image editing guided by human instructions Adding conditional control to text-to-image diffusion models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T21:29:34.567079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:34.567079Z digest=sha256:17a4fa5cc208ae45e2baab6b03aa45d4beb4f3c581dda10371090e4bae3ecf0b

Observation 1db6ccb5-4b2e-4fa4-a5d2-9a81b67e1ef0 · outbound

This paper cites Learning motion priors for 4d human body capture in 3d scenes.

Action-based image editing guided by human instructions Learning motion priors for 4d human body capture in 3d scenes

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.691331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.571554Z digest=sha256:a044bbd6b4c632f2d357568d1ce9261cbafb4a0931560173fc5dcc4a735bc369

Observation e9c57bbf-5ebd-4c77-901e-c2bd906d6f47 · outbound

This paper cites an unresolved cited work.

Action-based image editing guided by human instructions Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:29:34.718905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.559855Z digest=sha256:31fcb9f8595ed0f85ac02740c58198e841476d6563dbfdde98b8c060912d795c

Observation a65674b6-8720-4a5e-a586-1428854a4938 · outbound

This paper cites LC and HC datasets LC dataset.

Action-based image editing guided by human instructions LC and HC datasets LC dataset

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T21:29:34.680982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.575793Z digest=sha256:c4ffa57106187dfb1f4d6e818adeb9cedb725d8a0d3d1757e4d603ca1591c53f

Observation bd188bc5-9ac7-4591-a057-fb860c600ad2 · outbound

This paper cites A Short Note about Kinetics-600.

Action-based image editing guided by human instructions A Short Note about Kinetics-600

Reference 600

Resolution
unresolved
no resolver link, observed 2026-08-11T21:29:34.408330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:34.408330Z digest=sha256:577c432c3751092d78d3db5990d7fd694ce1a15e4607a014bee65a8532af5c9e

Observation 3d6f4a8f-25f4-45aa-99b5-96b53259e183 · outbound

This paper cites an unresolved cited work.

Action-based image editing guided by human instructions Unresolved cited work

Reference 2024

Resolution
parse uncertain
raw_fallback, observed 2026-08-11T21:29:34.853586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.508777Z digest=sha256:24fff9c444cb027343e550659c47616f16dcb795cdca54b72e91e104ce0381e5

Observation c4c6ff21-9dbe-4734-b24d-72c2726707e1 · outbound

This paper cites an unresolved cited work.

Action-based image editing guided by human instructions Unresolved cited work

Reference 5851

Resolution
unresolved
raw_fallback, observed 2026-08-11T21:29:35.025206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-11T21:29:34.445062Z digest=sha256:8738f1abf696a68431905a2064ddd851a202a55610b3b5681947aabfb743fbf5

Pith citing papers

Observation 79800015-88b1-4a7d-9fc3-4b47daff650d · inbound

ImgEdit: A Unified Image Editing Dataset and Benchmark cites this paper.

ImgEdit: A Unified Image Editing Dataset and Benchmark Action-based image editing guided by human instructions

Reference 67

Resolution
verified exact
arxiv_id, observed 2026-05-12T18:17:45.376170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-12T18:17:45.123690Z digest=sha256:5961c75deaa11dfd0c26037a5f31ad372efac79d41921d9d8401acd695133b0c

Observation 6ef9e391-f335-436b-b298-dd7997b56798 · inbound

Do-Undo Bench: Reversibility for Action Understanding in Image Generation cites this paper.

Do-Undo Bench: Reversibility for Action Understanding in Image Generation Action-based image editing guided by human instructions

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-16T22:11:18.446425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-16T22:10:29.304091Z digest=sha256:9056c03be18ae2688a01790391a02c22593b511e9d82f3091b6856ac19c8dd0a