Paper Citation Record · LEDGER

Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2407.21794.

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

pith.paper-citation-record.v1
2407.21794 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:54:39.550117Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T17:16:40.062491Z

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 e47f553e-4c25-427d-ba29-e9b5d4b483a4 · inbound

How Vision-Language Tasks Benefit from Large Pre-trained Models: A Survey cites this paper.

How Vision-Language Tasks Benefit from Large Pre-trained Models: A Survey Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T18:11:54.394298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c93f806d-e52f-4c3d-9c85-3652a3a3388a · inbound

Zero-Shot Scene Understanding for Automatic Target Recognition Using Large Vision-Language Models cites this paper.

Zero-Shot Scene Understanding for Automatic Target Recognition Using Large Vision-Language Models Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T20:46:17.447333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2781601b-afc1-42cd-ba74-0973449dbe8f · inbound

A Benchmark and Evaluation for Real-World Out-of-Distribution Detection Using Vision-Language Models cites this paper.

A Benchmark and Evaluation for Real-World Out-of-Distribution Detection Using Vision-Language Models Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-09T23:29:14.827745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d258ac2-2582-49ee-b722-d653728793dc · inbound

Recent Advances in Out-of-Distribution Detection with CLIP-Like Models: A Survey cites this paper.

Recent Advances in Out-of-Distribution Detection with CLIP-Like Models: A Survey Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-16T00:54:39.550117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fbeaae9-1b81-4403-89ab-ef0754462a7c · inbound

Are vision language models robust to uncertain inputs? cites this paper.

Are vision language models robust to uncertain inputs? Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T20:52:56.377150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61e4f469-84fb-4738-8f4f-030011842118 · inbound

Invariant Link Selector for Spatial-Temporal Out-of-Distribution Problem cites this paper.

Invariant Link Selector for Spatial-Temporal Out-of-Distribution Problem Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:39:30.537423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 367b8e78-5426-434d-bd42-576d32d1319e · inbound

FindMeIfYouCan: Bringing Open Set metrics to $\textit{near} $, $ \textit{far} $ and $\textit{farther}$ Out-of-Distribution Object Detection cites this paper.

FindMeIfYouCan: Bringing Open Set metrics to $\textit{near} $, $ \textit{far} $ and $\textit{farther}$ Out-of-Distribution Object Detection Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T00:29:10.743723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 821328a0-4cb2-442e-929c-8f6004480219 · inbound

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

Foundation Models and Transformers for Anomaly Detection: A Survey Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:52.654522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93824df7-2ca4-4705-95de-21b29f2cf230 · inbound

Action Hints: Semantic Typicality and Context Uniqueness for Generalizable Skeleton-based Video Anomaly Detection cites this paper.

Action Hints: Semantic Typicality and Context Uniqueness for Generalizable Skeleton-based Video Anomaly Detection Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-18T17:16:40.065867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation eef0db65-0c3f-42a9-ab27-2b3934d618fa · inbound

$\Delta \mathrm{Energy}$: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization cites this paper.

$\Delta \mathrm{Energy}$: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T10:14:07.951983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.