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Paper Citation Record · LEDGER

InstructBrush: Learning Attention-based Instruction Optimization for Image Editing

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2403.18660.

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

pith.paper-citation-record.v1
2403.18660 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:32:16.957848Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 37f53f2b-dbc3-4cf8-b80d-0f834ac40348 · inbound

LoRA of Change: Learning to Generate LoRA for the Editing Instruction from A Single Before-After Image Pair cites this paper.

LoRA of Change: Learning to Generate LoRA for the Editing Instruction from A Single Before-After Image Pair InstructBrush: Learning Attention-based Instruction Optimization for Image Editing

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-12T10:32:16.957848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T10:32:16.957848Z digest=sha256:c0f13807ada7a75847e995b6394fa0c537b6f11aeae4f870e0175e4e6658303d

Observation cc003e2c-a4eb-4b79-81de-68521e201cc2 · inbound

Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation cites this paper.

Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation InstructBrush: Learning Attention-based Instruction Optimization for Image Editing

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-12T04:50:49.383104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T04:50:49.383104Z digest=sha256:c84409d7b5b7531b5c842af568dd9793719cb7a32879c9d1ed5e68aefc89d0d0

Observation 8e522c48-3de3-44bc-8f95-1310ae1c8ac8 · inbound

MirrorPPR: Exemplar-Based Portrait Photo Retouching cites this paper.

MirrorPPR: Exemplar-Based Portrait Photo Retouching InstructBrush: Learning Attention-based Instruction Optimization for Image Editing

Reference 68

Resolution
verified exact
arxiv_id, observed 2026-06-30T07:54:21.416479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-30T07:50:25.117845Z digest=sha256:c59b4ccb354cb6189019764982ec2e837f2411d667684900442eca5b463321e0