Pith. sign in

Paper Citation Record · LEDGER

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

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 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 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:39:30.537423Z

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 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.

source=pdf_text observed=2026-08-07T12:39:30.537423Z digest=sha256:fbdf098f9ce59abf9d2d2655a3aff1ff9aa2035fb48968b552b7ba89d819dabc

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.

source=pdf_text observed=2026-08-07T00:29:10.743723Z digest=sha256:aad3a27598b8c0521049c789c4e5fc6d8f26a99fb33078463656085e2cfcac5d

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.

source=pdf_text observed=2026-08-06T15:32:52.654522Z digest=sha256:f4e9efe3bb103f599b10179e92d6abcace068b02081405b3d2538a9c2ba0b2ea

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-18T17:14:25.533181Z digest=sha256:ab1495a7c4673da1ce0a5bc9f09192bf421b2654f90b46fd8d11fffff51108c9

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.

source=pdf_text observed=2026-08-04T10:14:07.951983Z digest=sha256:b1a2c41587a799c553e93e88a8b6b39bdf3a4874e02f222cc7feb2cbdfdf0606