Paper Citation Record · LEDGER

ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 25 inbound Pith citation observations for arXiv:2501.02487.

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

pith.paper-citation-record.v1
2501.02487 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 25 of 25 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:42:14.436559Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T07:36:45.141025Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a944935b-94cd-48c1-a7f1-59992defe798 · inbound

VACE: All-in-One Video Creation and Editing cites this paper.

VACE: All-in-One Video Creation and Editing ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-16T00:53:54.093474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c31e8f92-8623-4cdb-be26-851ae3941116 · inbound

Wan: Open and Advanced Large-Scale Video Generative Models cites this paper.

Wan: Open and Advanced Large-Scale Video Generative Models ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-22T23:07:14.264874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5de8b210-4c60-46a0-891a-11d5a01141e5 · inbound

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

Step1X-Edit: A Practical Framework for General Image Editing ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:36:41.831279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c95c043c-dbd7-47b4-b9fe-76081ed63852 · inbound

In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer cites this paper.

In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-16T16:07:53.161528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f9820b87-3db6-47eb-87f4-8c1858dc9181 · inbound

ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback cites this paper.

ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T14:42:14.436559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d1a92ec-5ef3-4e2e-a830-0fc4e02045dd · inbound

Dimension-Reduction Attack! Video Generative Models are Experts on Controllable Image Synthesis cites this paper.

Dimension-Reduction Attack! Video Generative Models are Experts on Controllable Image Synthesis ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:53:26.248424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14969342-8e7a-48d2-bf25-e667b7409d4d · inbound

PairEdit: Learning Semantic Variations for Exemplar-based Image Editing cites this paper.

PairEdit: Learning Semantic Variations for Exemplar-based Image Editing ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T05:29:11.340301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90db2004-21b5-4604-afbb-596e87e89c46 · inbound

Dreamland: Controllable World Creation with Simulator and Generative Models cites this paper.

Dreamland: Controllable World Creation with Simulator and Generative Models ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T05:26:16.439832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e418d60b-fe81-41ae-b4c5-e3e8adca9598 · inbound

iDiT-HOI: Inpainting-based Hand Object Interaction Reenactment via Video Diffusion Transformer cites this paper.

iDiT-HOI: Inpainting-based Hand Object Interaction Reenactment via Video Diffusion Transformer ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:00.228866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4957671e-69c6-4a63-9541-755157b12c89 · inbound

OmniGen2: Towards Instruction-Aligned Multimodal Generation cites this paper.

OmniGen2: Towards Instruction-Aligned Multimodal Generation ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-19T07:52:10.791115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3078f95a-edc2-480c-a580-551e6d7858c7 · inbound

LMM4Edit: Benchmarking and Evaluating Multimodal Image Editing with LMMs cites this paper.

LMM4Edit: Benchmarking and Evaluating Multimodal Image Editing with LMMs ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:57.728623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3701e39a-af9f-43a6-9586-38f2c5d8f78c · inbound

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling cites this paper.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:24.022111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2537c12-d1f1-4db6-9e76-cd8831d940c5 · inbound

NanoControl: A Lightweight Framework for Precise and Efficient Control in Diffusion Transformer cites this paper.

NanoControl: A Lightweight Framework for Precise and Efficient Control in Diffusion Transformer ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T20:30:37.718739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 538b946e-6238-44af-95eb-ae33454d1157 · inbound

Identity-Preserving Text-to-Video Generation via Training-Free Prompt, Image, and Guidance Enhancement cites this paper.

Identity-Preserving Text-to-Video Generation via Training-Free Prompt, Image, and Guidance Enhancement ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T12:42:41.194543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1b6c4e2-b526-4fb1-9e77-3f7c237e4e89 · inbound

iMontage: Unified, Versatile, Highly Dynamic Many-to-many Image Generation cites this paper.

iMontage: Unified, Versatile, Highly Dynamic Many-to-many Image Generation ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T06:47:07.337393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f93111d4-e8cc-4fdc-aad1-61c7ca658229 · inbound

HiFi-Inpaint: Towards High-Fidelity Reference-Based Inpainting for Generating Detail-Preserving Human-Product Images cites this paper.

HiFi-Inpaint: Towards High-Fidelity Reference-Based Inpainting for Generating Detail-Preserving Human-Product Images ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:26:22.018716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2d63648f-a7e4-44b5-b039-0564b92e3371 · inbound

DreamShot: Personalized Storyboard Synthesis with Video Diffusion Prior cites this paper.

DreamShot: Personalized Storyboard Synthesis with Video Diffusion Prior ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:21:55.018662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 58813ba9-c774-49bd-ba6e-18b30496ad05 · inbound

HP-Edit: A Human-Preference Post-Training Framework for Image Editing cites this paper.

HP-Edit: A Human-Preference Post-Training Framework for Image Editing ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-10T03:29:21.994198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cd36baac-1e25-4e24-83f5-8587a9e8a6dc · inbound

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement cites this paper.

EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T03:45:57.110910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f28f5dc0-aa96-4ce1-8634-2567df3d870d · inbound

Fashion130K: An E-commerce Fashion Dataset for Outfit Generation with Unified Multi-modal Condition cites this paper.

Fashion130K: An E-commerce Fashion Dataset for Outfit Generation with Unified Multi-modal Condition ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:51:27.661760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8cc823f6-9c69-4c03-81df-7969dc392195 · inbound

Fashion130K: An E-commerce Fashion Dataset for Outfit Generation with Unified Multi-modal Condition cites this paper.

Fashion130K: An E-commerce Fashion Dataset for Outfit Generation with Unified Multi-modal Condition ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:58:03.329481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7df0bfea-6762-4cfa-acc9-8e91e0c2e827 · inbound

HierEdit: Region-Aware Hierarchical Diffusion for Efficient High-Resolution Editing cites this paper.

HierEdit: Region-Aware Hierarchical Diffusion for Efficient High-Resolution Editing ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:43:22.498593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 13598c6f-ed1b-44d6-bd28-05a7600eb131 · inbound

InstantRetouch: Efficient and High-Fidelity Instruction-Guided Image Retouching with Bilateral Space cites this paper.

InstantRetouch: Efficient and High-Fidelity Instruction-Guided Image Retouching with Bilateral Space ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:36:45.142658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ad0db30e-3817-462f-95f9-8d393ed011fd · inbound

Appearance Pointers -- Multimodal Region Control of Diffusion Transformers cites this paper.

Appearance Pointers -- Multimodal Region Control of Diffusion Transformers ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T12:45:17.038855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35c447c2-1932-43ad-9ffb-46ae778548ac · inbound

Streaming Multi-Agent Autoregressive Diffusion Model with World State Registers cites this paper.

Streaming Multi-Agent Autoregressive Diffusion Model with World State Registers ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 131

Resolution: unresolved; no resolver link, observed 2026-08-01T07:02:51.846270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.