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Paper Citation Record · LEDGER

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing

As of 18 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2504.13490.

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

pith.paper-citation-record.v1
2504.13490 v2

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:11:32.980927Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

62 of 62 outbound references displayed

  • verified exact0
  • verified fuzzy38
  • unresolved24
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 286acfa1-b262-4f8a-9b99-b6ba28b22511 · outbound

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

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing In- structpix2pix: Learning to follow image editing instructions

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.429266Z digest=sha256:c1bbcb953d6da171e3a983b6f5f7aaf5172863c89e887b16b3277418d74f6bfb

Observation 010490d3-1aaf-44f2-9be3-0334985f6743 · outbound

This paper cites Language models are few-shot learners.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Language models are few-shot learners

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.788618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation b54a1239-2040-4212-9c6a-9a9ff1e2e923 · outbound

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

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Masactrl: Tuning-free mutual self-attention control for consistent image synthesis and edit- ing

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation f9c0157b-1d92-46d9-a2bd-cda3f08526e7 · outbound

This paper cites Find: Fine- tuning initial noise distribution with policy optimization for diffusion models.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Find: Fine- tuning initial noise distribution with policy optimization for diffusion models

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.465235Z digest=sha256:da8d40819b24681917b6a8d62f59722f90f61bd4be3f486e846250a06c6fde75

Observation f8f3d8db-0f5d-43b4-aacb-e1a986e45dde · outbound

This paper cites Prompt tuning inversion for text-driven image editing using diffusion models.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Prompt tuning inversion for text-driven image editing using diffusion models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.473386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.473386Z digest=sha256:2c29d342da860df99b9606b4e198b81a4a41ef7cf79b6f415f9dece4ddb12c63

Observation fa70101f-a8e0-46c9-87cd-2c7e7e69b8dd · outbound

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

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Scaling rectified flow transformers for high-resolution image synthesis

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.693403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.479113Z digest=sha256:597b1fcc4d52ebbce5e79e0f0e3ca3b67f5064b68fdff690b9c13a99eed41ca1

Observation 70e80e0a-073f-490e-81a8-f4319cc5f1f2 · outbound

This paper cites Guiding instruction-based image editing via multimodal large language models.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Guiding instruction-based image editing via multimodal large language models

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.664342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.485716Z digest=sha256:bc290601bedf787ce16c9939cca2cedf530b006ac58c91220a146633e2dd09d5

Observation 1ccf464d-e9e6-406b-b3b6-8fa2a0e9c021 · outbound

This paper cites Seed-data-edit technical report: A hybrid dataset for instruc- tional image editing, 2024.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Seed-data-edit technical report: A hybrid dataset for instruc- tional image editing, 2024

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.631556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.497841Z digest=sha256:bdd225578698111091bfae0a5ef0f5a7f276002b643fbae9254d70a33f7d3967

Observation a376edb1-cd0f-4f76-bd6a-eb6d77ebe02f · outbound

This paper cites Instructdiffusion: A generalist mod- eling interface for vision tasks.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Instructdiffusion: A generalist mod- eling interface for vision tasks

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.603234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.504182Z digest=sha256:efdd97a08855079cb581b5cbd07b1d2c81d7a5f69ebd0e83db6cbb35a8f49572

Observation 69d3f4e2-7c08-45c6-9c50-91a208033793 · outbound

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

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Focus on your instruction: Fine- grained and multi-instruction image editing by attention mod- ulation

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.580187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.512084Z digest=sha256:cc7a5aa1554e4756b2a7eb7eed9cb8c57c9207f0ed41cb484acad5d72c976ecb

Observation 9b0cf985-b6e9-4daa-85ba-a3ed851743da · outbound

This paper cites Initno: Boosting text-to-image diffusion models via initial noise optimization.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Initno: Boosting text-to-image diffusion models via initial noise optimization

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.552658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.521336Z digest=sha256:11f71c6b725b266faae474555ec99c063ea0746b6d9d6d0a6c41bfae99b26a57

Observation 9ac288c0-7b3c-4f6e-bd9f-4259ee2f26e4 · outbound

This paper cites Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.527138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.527138Z digest=sha256:c21b23353180a57ebde63e98b0cdaacf4a54aed6e4e50a5c58958ecdf7a8e5df

Observation 4ef524c2-6dac-4371-9f9e-1139000cb7a7 · outbound

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

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Prompt-to-prompt image editing with cross attention control

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.531382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.535709Z digest=sha256:73b0151ba20b23772f657da92adf94926e4a6161c62441c28e877592752e1ea5

Observation 50b2be5f-995f-481a-98bd-a657948d6a36 · outbound

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

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Prompt-to-Prompt Image Editing with Cross Attention Control

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.542283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.542283Z digest=sha256:fea91c49a13ffd1724bf8886bc9767c1f9bcc36c047b9c5e187176703d7d14e9

Observation ac5fa924-be72-42b7-8c49-f9596aeb24e0 · outbound

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

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.550978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.550978Z digest=sha256:24be0bb28916811809f9e390a70d7d69656fc46a221af74427bdd05072633ba3

Observation 620bca3b-9ad5-40d3-a947-21fc4e09b7c0 · outbound

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

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Smartedit: Exploring complex instruction-based image editing with multimodal large language models

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.508696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.588149Z digest=sha256:8cebe917db17b7c36157964436a79792d37b3002ba5339f19ef59ed2068dd0de

Observation b7b1baf2-5d8b-49b9-9608-0c212d06ffd0 · outbound

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

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing An edit friendly DDPM noise space: Inversion and manipulations

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.483139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.595338Z digest=sha256:bbe3e9c87237781963d8d85914075696a22f426d08bb08bcf082d0d521f4840c

Observation a5f922c7-b121-45fb-880f-6d1760a0d73b · outbound

This paper cites Hq-edit: A high-quality dataset for instruction-based image editing, 2024.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Hq-edit: A high-quality dataset for instruction-based image editing, 2024

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.459385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.600110Z digest=sha256:c0fc8f2537564956bbfd89cb337cb297b9cb15677970adf2e18a36a013935382

Observation ffb09931-4dd9-4fb6-8236-108be9f0f6b6 · outbound

This paper cites Pnp inversion: Boosting diffusion-based editing with 3 9 lines of code.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Pnp inversion: Boosting diffusion-based editing with 3 9 lines of code

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.434886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.610617Z digest=sha256:5c0ef65bb79e32dbabb8c88208fd6d52eff9c1e9ec56d11b1500fa6f34c00a53

Observation 903e4961-b587-4131-abc1-db5ea0f46921 · outbound

This paper cites Eta inversion: Designing an optimal eta function for diffusion-based real image editing.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Eta inversion: Designing an optimal eta function for diffusion-based real image editing

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.406937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.617889Z digest=sha256:ffc04582d251dd9a4d646480e5c3a194de0fc181d35a4083d300caba87e64896

Observation 691961f7-ab82-4b57-8bbc-8be17944e2bb · outbound

This paper cites Imagenhub: Standardizing the evaluation of conditional image generation models.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Imagenhub: Standardizing the evaluation of conditional image generation models

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.379346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.624517Z digest=sha256:8bd3cfc5d02856f6c6563bf1c006a43ef96ba4501f46db1571b4efdc0378159d

Observation c23bedc1-dd40-4e6b-b8e8-01654381809f · outbound

This paper cites Ku, Dongfu Jiang, Cong Wei, Xiang Yue, and Wenhu Chen.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Ku, Dongfu Jiang, Cong Wei, Xiang Yue, and Wenhu Chen

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.345993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.630496Z digest=sha256:41b94225413259fade974efa69f62dcd2930ca8fc3804d927db9da34260eaff3

Observation b39fe5b5-63e3-46d2-9afc-7b13426a36bf · outbound

This paper cites Source prompt disentangled inversion for boosting image editability with diffusion models.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Source prompt disentangled inversion for boosting image editability with diffusion models

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.326599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.647871Z digest=sha256:6c5d6251a6d9a930b26eed0950102ffd96abd3fddb1a84b681cda4ba17136165

Observation 2d570186-4b96-45bc-8e00-9e58f5061939 · outbound

This paper cites Moecontroller: Instruction-based arbitrary image manipulation with mixture- of-expert controllers, 2024.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Moecontroller: Instruction-based arbitrary image manipulation with mixture- of-expert controllers, 2024

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.295549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.658383Z digest=sha256:9a1ea3f4ec9122c4283e8cbcb3d194200afcf41ffca8493603cde7a10fe05647

Observation 67b778cc-49fc-494a-9945-c40a272e18f5 · outbound

This paper cites Zone: Zero-shot instruction-guided local editing.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Zone: Zero-shot instruction-guided local editing

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.264871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.670040Z digest=sha256:9e8347dd3cfaf8a19ea11f71125236004c1e144cfcedc612142287acb37e7fbd

Observation 666d76c9-529d-4110-a30d-2ab3e50105bb · outbound

This paper cites Reinforcement Learning with Human Feedback: Learning Dynamic Choices via Pessimism.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Reinforcement Learning with Human Feedback: Learning Dynamic Choices via Pessimism

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.681632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.681632Z digest=sha256:bca9c9bb96413f9346f5d27172a691e4a12c3ef6f42db9a17bedbd707e1be184

Observation 948505ad-879a-499a-b8cf-b48b9a82a95c · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.688487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.688487Z digest=sha256:15f6b4ec3676035dd7a706eaa786f5fe135911cff2c9d2e4479e5c44c50e8c04

Observation cdca573e-f16f-4a28-a617-7efb6bf07c59 · outbound

This paper cites Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.695504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.695504Z digest=sha256:0aafe106b0fb935981ca803b4d2d323be05eb73ef85e82946c992c4686dc3f3d

Observation b21ca22a-1174-448c-93fd-74bf63bf5531 · outbound

This paper cites Guided image synthesis via initial image editing in diffusion model.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Guided image synthesis via initial image editing in diffusion model

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.240409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.703071Z digest=sha256:245c19645fc3a2c16fdd3744f6ee2aadb39f9fd4485c5d4aee05dcf830190cbe

Observation cc837690-e563-47d2-a974-eae05e9aefb9 · outbound

This paper cites The Lottery Ticket Hypothesis in Denoising: Towards Semantic-Driven Initialization.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing The Lottery Ticket Hypothesis in Denoising: Towards Semantic-Driven Initialization

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.715156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.715156Z digest=sha256:3a703def4441ddb62e2b612561fd6fbdb34d6f1f5f7ce5be4944ce9e172e8e9f

Observation 0fbfa810-15f5-4ae7-a93e-7c0c1f22f28c · outbound

This paper cites Watch your steps: Local image and scene editing by text instructions.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Watch your steps: Local image and scene editing by text instructions

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.207561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.726546Z digest=sha256:162e98565b98eccd5553acc8c92bdf00c0b161429be8cfe71e93dcfcff6c58fe

Observation d07b190a-d303-461e-b96a-0206f348fad0 · outbound

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

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Null-text inversion for editing real im- ages using guided diffusion models

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.183113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.733908Z digest=sha256:9c25fe765b1464e0afca93344f711836ac87d45254b6a3146e939ab5b63a7e27

Observation 2dd47b4d-6bb2-4680-8f2c-819b56dcaaef · outbound

This paper cites Diffusion rejection sampling.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Diffusion rejection sampling

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.160635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.743620Z digest=sha256:cc2bb0426edc39eda5c22c336a45b1db2d45d0069b7983a9b26ca165465c7a41

Observation 88e35732-8888-4ca2-ae36-7d8b694a0d3b · outbound

This paper cites Introducing gpt-4o: our fastest and most affordable flagship model, 2024.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Introducing gpt-4o: our fastest and most affordable flagship model, 2024

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.126755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.751088Z digest=sha256:4f8c61ac044171fa81efac4be5059ea2ec018fece9c44b6e2cb96eabeb7c1f23

Observation d66e5b5d-3603-4ed0-9904-b68dbf1850bf · outbound

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

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Learning transferable visual models from natural language supervi- sion

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.106564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.757017Z digest=sha256:d3165d5db4d64175bf8e9cea122d30d038f4674db69bda0e8a1292a7f5948ccf

Observation 86506a23-0d79-440b-affb-e3655198a6e6 · outbound

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

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing High-resolution image synthesis with latent diffusion models

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.762806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.762806Z digest=sha256:c756b72c07a0c93edf7bc2c512a0f081419abd05d94e59f3ca5c0808411bbce1

Observation dde5570e-87ef-4f52-82a4-c2c88a8e5a5e · outbound

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

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Emu edit: Precise image editing via recognition and genera- tion tasks

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.770111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.770111Z digest=sha256:a2872d52bfdc2dae8c0a33134ac2bf05a69265cde49204584cdbdfb3664c6a37

Observation 97b45a78-2475-4831-ad25-1dcab5ff03be · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.779424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.779424Z digest=sha256:1ee9438573604eb20510250281a0126a6213baf8ef05e121e8dfe63a663802f2

Observation 6a72dc98-8eb3-4d8c-beb8-afa9ad6f33d3 · outbound

This paper cites Denoising Diffusion Implicit Models.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Denoising Diffusion Implicit Models

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.784588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.784588Z digest=sha256:9e43dc698303e4d13028d6c4cafe12ffb93fdb53296f61cc34add4e95273206f

Observation 93aefa37-01db-465f-b8e0-9e944d0143a3 · outbound

This paper cites Score-based generative modeling through stochastic differential equations.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Score-based generative modeling through stochastic differential equations

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.791541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.791541Z digest=sha256:d918661b06c4a13d8171b69aa8a0a7b7789ccf0a22c812c2717a7e7548144608

Observation 784b543d-b860-411a-8c8b-e83edb26067d · outbound

This paper cites Fast best-of-n decoding via speculative rejection.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Fast best-of-n decoding via speculative rejection

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:34.016883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.797193Z digest=sha256:3fe7c786efad2212f8546da8b5ad4350c2167a9b11225c8d86558c9e28cb42e8

Observation ae83290b-32d1-4892-b98c-78949e8c2ce9 · outbound

This paper cites PostEdit: Posterior Sampling for Efficient Zero-Shot Image Editing.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing PostEdit: Posterior Sampling for Efficient Zero-Shot Image Editing

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.809159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.809159Z digest=sha256:4c6e384a39fc20eef42102f335d62a898b9dd16262d34fc1f36c0019a0077704

Observation 57b8ba1a-e8b3-4f33-9745-c885cb31ec7b · outbound

This paper cites Sheikh, and Eero P.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Sheikh, and Eero P

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:33.991573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.818362Z digest=sha256:6b0a46c8bc63a89e2cd5d90b3e71dbf893075ed3520f75e7ba975b33664788d3

Observation 274fcd21-3b6b-4d47-8bc2-4c1dea5c8fca · outbound

This paper cites DialogPaint: A Dialog-based Image Editing Model.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing DialogPaint: A Dialog-based Image Editing Model

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.825696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.825696Z digest=sha256:91b54b395d88e217cd23b4e6010b46b6587263490f4a822ef98b196578f66747

Observation 1a261d77-5c7d-4bc6-93e7-da2a865f417f · outbound

This paper cites Good Seed Makes a Good Crop: Discovering Secret Seeds in Text-to-Image Diffusion Models.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Good Seed Makes a Good Crop: Discovering Secret Seeds in Text-to-Image Diffusion Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.832413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.832413Z digest=sha256:1ba0bea65e53bbc6489c86b1cf62b46dfc2484120dbae59407c8a6623b4d7153

Observation 4373b522-ab7f-44da-839d-718a594b5593 · outbound

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

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Inversion-free image editing with natural language

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.839028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.839028Z digest=sha256:5bef2f0bd486f9e734bfc3882e78f0ebd9b4f7e3a63f835abb9672615e6be8f4

Observation 4f10628a-5a20-41bf-9ddb-1bbd763ca607 · outbound

This paper cites Task-Oriented Diffusion Inversion for High-Fidelity Text-based Editing.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Task-Oriented Diffusion Inversion for High-Fidelity Text-based Editing

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.844741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.844741Z digest=sha256:d2cdc8b431bfb147d6f1895c3d74b650489001a651908170bc44374559e002b8

Observation 2ccca196-2bcf-4858-a7ec-281ccbacc0e0 · outbound

This paper cites Editworld: Simulating world dynamics for instruction-following image editing, 2024.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Editworld: Simulating world dynamics for instruction-following image editing, 2024

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:33.944901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.854801Z digest=sha256:9fcb4b753fbde9c9636ecbbd2baffcd94a9b511da2bfeb7bcc8615eb15c95850

Observation cee5512f-0263-449d-983c-2ab02f3592e8 · outbound

This paper cites The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision).

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.865375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.865375Z digest=sha256:d8cf2eb57978053ed5409434be72eb8af656494c88fd01f44a7c6430354be6cc

Observation 5e749eb4-20b2-4396-a500-46e33bfef2a0 · outbound

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

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Magicbrush: A manually annotated dataset for instruction- guided image editing

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:33.921617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.872832Z digest=sha256:b45bc5fc6ed5fa720127d2b68d0e9de798864ad60cc488929ebd33a75c509185

Observation 9300bd18-0b6e-447d-b081-e0a2da54afea · outbound

This paper cites Efros, Eli Shechtman, and Oliver Wang.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Efros, Eli Shechtman, and Oliver Wang

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:33.893884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.880071Z digest=sha256:3865e00a25907d04ac74733f4e84eb319a28bd1a8bc57b5fbe8ae3d68ffc39c8

Observation 5d90ac7c-f0bc-4a62-9050-f6454a065ee3 · outbound

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

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Hive: Harnessing human feedback for instructional visual editing

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:32.890135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:32.890135Z digest=sha256:667ea078f095c1123538bd0d7bc1aa4a5350b2a8e030da7a0b520530ac076413

Observation cd62387a-1a74-48c1-aee2-ff7521300591 · outbound

This paper cites Remove the balls from the kitten's playtime.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Remove the balls from the kitten's playtime

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:33.836326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.897422Z digest=sha256:7a1d97e6b6b63f01a436b50b423a6a086fab12610fbfa4ec9a508c55c6da028d

Observation 019ceaed-b700-4a83-a46d-2fecc74e64fa · outbound

This paper cites an unresolved cited work.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:11:33.808431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.906781Z digest=sha256:cad767d48037cbdefd4d24b7876443793ca6130dc2f4539160fe9b15928f2007

Observation 4bd0c46a-f148-44f8-ac23-f68cdf395c4e · outbound

This paper cites Add booksto the table.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Add booksto the table

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:33.784293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.916294Z digest=sha256:905c4422db7f18b6f8b733c87a557737a2ed077b26c82619afc9b2c7c8488072

Observation 1c871a14-0b01-4e84-9fa0-c47d3ffedd89 · outbound

This paper cites an unresolved cited work.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:11:33.759507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.925492Z digest=sha256:9d31082a5fb57d9ec17ba2314a7fa506f16a6bf11b5ff404adb1b033b53865f8

Observation 37abc058-7d48-4bbe-99a0-7a533ed36c2b · outbound

This paper cites ,→ ,→ Your task is to create 10 diverse rephrasings of the editing instruction while preserving its original meaning.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing ,→ ,→ Your task is to create 10 diverse rephrasings of the editing instruction while preserving its original meaning

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:33.730017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.935618Z digest=sha256:9e08fecd26330ad5e01baf194ab7d0989c6fb641ab663e29122b8768f578a288

Observation b01e36cf-b5c4-4b6c-8b81-d6d78c385176 · outbound

This paper cites an unresolved cited work.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:11:33.697394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.945833Z digest=sha256:7d00346e31006988b24b6eea823fb5d3d3ba56846a71001621a8285ca3e8e89f

Observation 02a3552f-9080-40fc-a856-80b61ead92c7 · outbound

This paper cites an unresolved cited work.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:11:33.673050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.953438Z digest=sha256:32a194335caaf9ac2d8c24db0358d4f8f90785ab4da41b103a5cd01bed2a7cc7

Observation b68c41b0-04ca-45cb-8538-71e0dcbd6bb5 · outbound

This paper cites ,→ ,→ ,→.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing ,→ ,→ ,→

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:33.641912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.960386Z digest=sha256:6f9593be23993b5a8c52cc0eddbcdcd1a73c42acf1376dc48d467540f0d26555

Observation dd7d747e-b210-4485-b1a4-2177cc984e3a · outbound

This paper cites Focus on concise and clear instructions.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Focus on concise and clear instructions

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:33.606375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.974664Z digest=sha256:8890d211a241fc49577f06d884c505349312c43e83aa44b74d803cc5ba495082

Observation b9d5f928-f9be-4ebc-87ae-66d22f0aedac · outbound

This paper cites replace the cat with a dog.

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing replace the cat with a dog

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:11:33.568293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T12:11:32.980927Z digest=sha256:5f0708222afc619330e3ff0cf82f2408644b373d0bc2e418778ae4085a61c3be

Pith citing papers

No inbound Pith citation observations are available.