Paper Citation Record · LEDGER

Quo Vadis, Anomaly Detection? LLMs and VLMs in the Spotlight

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2412.18298.

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

pith.paper-citation-record.v1
2412.18298 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 2026-08-06T12:34:00.222808Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T12:04:39.150104Z

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 c31c3a18-cde0-4b82-8042-fb614ab1f685 · inbound

The Evolution of Video Anomaly Detection: A Unified Framework from DNN to MLLM cites this paper.

The Evolution of Video Anomaly Detection: A Unified Framework from DNN to MLLM Quo Vadis, Anomaly Detection? LLMs and VLMs in the Spotlight

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T12:34:00.222808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a144318c-9692-4e1a-b4cc-a8343442d465 · inbound

Video Understanding by Design: How Datasets Shape Video Models cites this paper.

Video Understanding by Design: How Datasets Shape Video Models Quo Vadis, Anomaly Detection? LLMs and VLMs in the Spotlight

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T19:37:41.591934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0603dc85-e0a5-4336-9fc0-dd1a786d78fb · inbound

Privacy-Aware Video Anomaly Detection through Orthogonal Subspace Projection cites this paper.

Privacy-Aware Video Anomaly Detection through Orthogonal Subspace Projection Quo Vadis, Anomaly Detection? LLMs and VLMs in the Spotlight

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:42:06.488332Z

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 cc21c12c-b8a0-4962-bb66-c117bf95bf01 · inbound

Trust-Aware Joint Feature-Prediction Discrepancy for Robust Domain Adaptation cites this paper.

Trust-Aware Joint Feature-Prediction Discrepancy for Robust Domain Adaptation Quo Vadis, Anomaly Detection? LLMs and VLMs in the Spotlight

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T12:04:39.151727Z

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.