Pith. sign in

Paper Citation Record · LEDGER

LayLens: Improving Deepfake Understanding through Simplified Explanations

As of 7 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2507.10066.

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

pith.paper-citation-record.v1
2507.10066 v2

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:44:34.290104Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

17 of 17 outbound references displayed

  • verified exact1
  • verified fuzzy3
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 81732aaa-6c46-4e87-ab20-47207845215e · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.577179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:44:33.344876Z digest=sha256:774e4394b36df9eeb0cd71d6f02f3bc7329ee847f5c338af122f8750c1e6df9d

Observation c261f4a4-a3c5-4893-b22f-8411de399701 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.562241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:44:33.388012Z digest=sha256:8538d438813a4db5d73841faa395e0bd3ecce76d1dd2c882a0b8e1f09cfe2c20

Observation f5c3a270-2e68-4dd7-9a51-aa034be351b4 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.547402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:44:33.463118Z digest=sha256:d4e2e82ef5681daad0787d0ea527845e0a4191f12ae10cf93954b4381b41ed0b

Observation c3b3d42b-c4e3-4d0f-a3b6-9dd28313507f · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.532844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:44:33.524897Z digest=sha256:e2f32becf71ab99ddcaf46a911b43c2e0714ac52a27e849e38bc8da0a4138273

Observation 4b715ba1-156a-48de-9eff-60477ae72fd4 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.518526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:44:33.586815Z digest=sha256:ed5989ab137f29dcf249e84415697ca960a25b720c10911b295dc666c4173541

Observation 5a17a642-280a-4f9f-af2d-8eddd0741b80 · outbound

This paper cites Tell me Habibi, is it Real or Fake?.

LayLens: Improving Deepfake Understanding through Simplified Explanations Tell me Habibi, is it Real or Fake?

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:44:34.347621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:44:33.627386Z digest=sha256:f9288bba5878613044090426f724b31c7c12ab8d7ec7e32c8450d2b00a87dfb7

Observation 827d37cd-b21a-41f3-bc32-3cf956186c13 · outbound

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

LayLens: Improving Deepfake Understanding through Simplified Explanations Step1X-Edit: A Practical Framework for General Image Editing

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T17:44:33.688176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:44:33.688176Z digest=sha256:6b1ba21cb6c6fb56dca2b11c0f6809cdbd0ef6d8188d6b34ae697a72234a8194

Observation 6904b6c0-5ebb-449a-a40f-0baeaac4ea79 · outbound

This paper cites Lundberg et al.

LayLens: Improving Deepfake Understanding through Simplified Explanations Lundberg et al

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:34.503229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:44:33.754287Z digest=sha256:68fa62207a03199bcfb6e684c04675ca2794c1fc5925a849637384e54baa6c93

Observation a69ddc42-a80c-4c23-b947-b0531543be05 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.487923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:44:33.796452Z digest=sha256:79051ae37452e592120f286616926fd776c1ac41ccf73c5b4086b9ff43a23d9f

Observation 25795443-3e79-4486-8d95-4d95cdaf97d1 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.472371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:44:33.875364Z digest=sha256:7f39ef6c6eb50a88af90ea9624cd97c47ee4c013fc19909f558ce401b1d382de

Observation 9d803b02-1faa-4cee-8cff-1b48422731e1 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.458152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:44:33.956369Z digest=sha256:f23769b5cf6375e58eafd7d3777b25e99f718114d9d8f3ae0a6b9f6e3b7b8e5c

Observation dbcef7b5-7247-4dc4-b361-b2b2a46faab3 · outbound

This paper cites Why Should I Trust You?.

LayLens: Improving Deepfake Understanding through Simplified Explanations Why Should I Trust You?

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:34.442164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:44:34.008322Z digest=sha256:56d616d24f7e9ca648c3e97da693dc6b28e9bd158f1506678652f555e39a503f

Observation 1a3dc4a2-7d6a-4553-8097-4b790953949f · outbound

This paper cites Selvaraju et al.

LayLens: Improving Deepfake Understanding through Simplified Explanations Selvaraju et al

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:44:34.426182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:44:34.050059Z digest=sha256:59d05a9f8880672db6ecbfc340da1e07f330e533a36c43dbd63e0ae5191715c5

Observation efea42dc-cf2c-4d23-ba4e-58abe415b610 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.410107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:44:34.107288Z digest=sha256:d2119f863f2b92171cec971a5e7957cc4d7754a7452932531b2779321a6f6b6e

Observation eb3ba009-b6dd-4b79-b317-0e728c30c40c · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.394691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:44:34.145704Z digest=sha256:b9cfcde04d1c512c8fed44e562208bdcbdb0d2dfc4bc8b529978466faabc170d

Observation a074cc01-4299-45a7-8782-9ade03b4b933 · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.379800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:44:34.247076Z digest=sha256:10a758329bdf33615c79910fe873cd8781a4f24d38a380ed1d20f37f1bf68125

Observation f074159a-223d-4325-9c4a-3910bc43d21a · outbound

This paper cites an unresolved cited work.

LayLens: Improving Deepfake Understanding through Simplified Explanations Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:44:34.364076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:44:34.290104Z digest=sha256:6f6cf4cc42a4d8a950bd24931cbe63ffd06828adf16c71178e83344cdc0fd1c3

Pith citing papers

No inbound Pith citation observations are available.