Paper Citation Record · LEDGER

Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2412.01456.

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

pith.paper-citation-record.v1
2412.01456 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:34:45.451388Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T06:45:29.117207Z

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 372d1779-b78c-4054-8ae8-f162c1a0cb09 · inbound

Single-Step Latent Diffusion for Underwater Image Restoration cites this paper.

Single-Step Latent Diffusion for Underwater Image Restoration Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T18:34:45.451388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fba07cda-28a5-45b2-b570-d82be53c70e3 · inbound

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics cites this paper.

DEEP-SEA: Deep-Learning Enhancement for Environmental Perception in Submerged Aquatics Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T19:23:18.301852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f3ba41d-565b-4de1-ac8a-cd467ccc9c3e · inbound

UIESNN: A Scale-Aware Spiking Network for Underwater Image Enhancement cites this paper.

UIESNN: A Scale-Aware Spiking Network for Underwater Image Enhancement Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:11:15.709813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8ab6ed81-d129-4a19-87ca-3c33c5a2f999 · inbound

WaterGen: Decoupling Scene and Medium in Underwater Image Generation cites this paper.

WaterGen: Decoupling Scene and Medium in Underwater Image Generation Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T06:45:29.119422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.