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Paper Citation Record · LEDGER

LW-ISP: A Lightweight Model with ISP and Deep Learning

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2210.03904.

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

pith.paper-citation-record.v1
2210.03904 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:39:48.659231Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T05:39:48.796669Z

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 201306cd-30a6-4d9b-8dc0-2f24d646b911 · inbound

Spatial-Frequency Aware for Object Detection in RAW Image cites this paper.

Spatial-Frequency Aware for Object Detection in RAW Image LW-ISP: A Lightweight Model with ISP and Deep Learning

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-06T05:39:48.802220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-06T05:39:48.659231Z digest=sha256:68313de070b2d94a26ad108e966c49f669f5404e9833b934fe881476b22aba1c

Observation cfc29006-b45e-4952-822a-d9ff5e46d3a1 · inbound

ISPCloak: Weaponizing ISP for Optimization-Free Physical Camouflage against Deepfake Detectors cites this paper.

ISPCloak: Weaponizing ISP for Optimization-Free Physical Camouflage against Deepfake Detectors LW-ISP: A Lightweight Model with ISP and Deep Learning

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-01T06:27:47.168932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T06:27:47.168932Z digest=sha256:16fb7c5b9d574a27f489bcf621af243c72c50f95bb25f62db4a3e835067661c5