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Paper Citation Record · LEDGER

UniFormaly: Towards Task-Agnostic Unified Framework for Visual Anomaly Detection

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2307.12540.

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

pith.paper-citation-record.v1
2307.12540 v2

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 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:32:51.004167Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T05:05:27.374037Z

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 b271272d-6331-47d0-b669-e7978e54836c · inbound

Foundation Models and Transformers for Anomaly Detection: A Survey cites this paper.

Foundation Models and Transformers for Anomaly Detection: A Survey UniFormaly: Towards Task-Agnostic Unified Framework for Visual Anomaly Detection

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T15:32:51.004167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:32:51.004167Z digest=sha256:7f8ee341fd611e35eaa57f40a19b69d74d1cee11691e92ddf4609c7b28a67c60

Observation 270baf8b-c698-4f29-82c5-1826bad8193d · inbound

Multi-class Image Anomaly Detection for Practical Applications: Requirements and Robust Solutions cites this paper.

Multi-class Image Anomaly Detection for Practical Applications: Requirements and Robust Solutions UniFormaly: Towards Task-Agnostic Unified Framework for Visual Anomaly Detection

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-06T05:05:27.443508Z

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=2026-08-06T05:05:24.476754Z digest=sha256:29dc2862ffeda1d33002fd9798f96f0023ccc9310f55a8d1ff6070e8419e7f63