Pith. sign in

Paper Citation Record · LEDGER

FreeEdit: Mask-free Reference-based Image Editing with Multi-modal Instruction

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2409.18071.

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

pith.paper-citation-record.v1
2409.18071 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:02:21.610738Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T17:07:13.141665Z

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 5ee9c468-5802-4623-821d-e399ed8d7fd7 · inbound

KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models cites this paper.

KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models FreeEdit: Mask-free Reference-based Image Editing with Multi-modal Instruction

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T15:02:21.610738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:02:21.610738Z digest=sha256:54caf0eb57564ea5a132f700b58a122967b17f0ecf0e892c86cb4b469619dec5

Observation e89e5aa7-2461-4333-884d-72f237573a52 · inbound

MIND-Edit: MLLM Insight-Driven Editing via Language-Vision Projection cites this paper.

MIND-Edit: MLLM Insight-Driven Editing via Language-Vision Projection FreeEdit: Mask-free Reference-based Image Editing with Multi-modal Instruction

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T14:23:06.656115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:23:06.656115Z digest=sha256:fe958f1d68c5fd1904c7e7add97fe9048dc04cc7eaeb311e9c62a973a3c116d6

Observation 0c3aa625-0117-41f3-8cf0-f823776755c6 · inbound

AvatarMakeup: Realistic Makeup Transfer for 3D Animatable Head Avatars cites this paper.

AvatarMakeup: Realistic Makeup Transfer for 3D Animatable Head Avatars FreeEdit: Mask-free Reference-based Image Editing with Multi-modal Instruction

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T20:34:46.509183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:34:46.509183Z digest=sha256:28bdf5305c1086ff177d3ee08869aa1233346a5b36bcb9efa0b8b7245733cc4c

Observation ed82362a-a79a-4c05-80f8-8370f8698c6e · inbound

Borrowing from anything: A generalizable framework for reference-guided instance editing cites this paper.

Borrowing from anything: A generalizable framework for reference-guided instance editing FreeEdit: Mask-free Reference-based Image Editing with Multi-modal Instruction

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-03T15:53:58.800352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:53:58.800352Z digest=sha256:96431a7b5cfc392c44e12cf6cf8f8b82e62a80a7991b048c0031c7cc0c7e62f3

Observation eca64b8d-b705-4aeb-96d0-84b712655256 · inbound

Large-Scale Universal Defect Generation: Foundation Models and Datasets cites this paper.

Large-Scale Universal Defect Generation: Foundation Models and Datasets FreeEdit: Mask-free Reference-based Image Editing with Multi-modal Instruction

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:00:59.916702Z

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.

source=pdf_text observed=2026-05-10T17:49:58.002432Z digest=sha256:1238316d9b0ff17eb3933c314874dfcfdc05fb6d1978d4a1bc5d1ab69ff518e4

Observation e8527d1f-33ae-4b41-82f2-622f2c8555a8 · inbound

When Recovery Matters: The Blind Spot of Surrogate Privacy in MLLM Editing cites this paper.

When Recovery Matters: The Blind Spot of Surrogate Privacy in MLLM Editing FreeEdit: Mask-free Reference-based Image Editing with Multi-modal Instruction

Reference 24

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T17:07:13.142896Z

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.

source=pdf_text observed=2026-06-27T22:08:57.792229Z digest=sha256:a4240d170d6efb25ea976c64722e7f94481f693044a20cc68dc2b8531987b03b