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Paper Citation Record · LEDGER

A CLIP-based Uncertainty Modal Modeling (UMM) Framework for Pedestrian Re-Identification in Autonomous Driving

As of 16 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 0 inbound Pith citation observations for arXiv:2508.11218.

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

pith.paper-citation-record.v1
2508.11218 v1

Coverage vector

measured 9 of 9 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:08:07.353479Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

9 of 9 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved7
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8363aa37-2717-41b9-b3f1-da2a78117c74 · outbound

This paper cites an unresolved cited work.

A CLIP-based Uncertainty Modal Modeling (UMM) Framework for Pedestrian Re-Identification in Autonomous Driving Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:08:07.489791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T20:08:07.315333Z digest=sha256:75d9945bdb3f821b3b196f2b0d8ee7c76b238baff21c452a14af3045e80ff4c6

Observation a92a2de8-cdec-4a61-b694-bce2c147630c · outbound

This paper cites an unresolved cited work.

A CLIP-based Uncertainty Modal Modeling (UMM) Framework for Pedestrian Re-Identification in Autonomous Driving Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:08:07.477879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T20:08:07.319452Z digest=sha256:577537042a6cb5ac1b880d279a7ab1e08d91c40059ca42d9fc4e3fb4a19275cc

Observation a84bb380-9d9e-432a-be8e-385729bdbbd7 · outbound

This paper cites an unresolved cited work.

A CLIP-based Uncertainty Modal Modeling (UMM) Framework for Pedestrian Re-Identification in Autonomous Driving Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:08:07.465010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T20:08:07.323335Z digest=sha256:0bbf8bb2e75fb497d12e82c519d1ce3fa9fd4c394b2e4dd4823b64bb5063081e

Observation 0c764899-eae0-4be5-b10b-2e5574ceb97f · outbound

This paper cites Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions.

A CLIP-based Uncertainty Modal Modeling (UMM) Framework for Pedestrian Re-Identification in Autonomous Driving Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T20:08:07.326992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:08:07.326992Z digest=sha256:83f41322e077560786b072555dcaf2cf63c9f26d2eb535b35e902675ce6e802a

Observation a877e249-f6da-4322-85d3-c4a1653d42a2 · outbound

This paper cites (2022) Multi-modal transformer for video retrieval[C], Computer Vision–ECCV 2020: 16th European Conference, 214-229.

A CLIP-based Uncertainty Modal Modeling (UMM) Framework for Pedestrian Re-Identification in Autonomous Driving (2022) Multi-modal transformer for video retrieval[C], Computer Vision–ECCV 2020: 16th European Conference, 214-229

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:08:07.451589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T20:08:07.332533Z digest=sha256:a455c04bc27fb89723584583f1b661ddb44ffab1bbde315d3e10ef0e72f88dc3

Observation 11adb053-2127-427b-83e3-87dbeb5c2b5b · outbound

This paper cites an unresolved cited work.

A CLIP-based Uncertainty Modal Modeling (UMM) Framework for Pedestrian Re-Identification in Autonomous Driving Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:08:07.438278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T20:08:07.338044Z digest=sha256:f83d8d58c9f22126a52f3568385dd6631824c8a570d1ae1b049f1a72c100360b

Observation c728e8f8-6c91-43d8-9ad5-6499e8d19165 · outbound

This paper cites an unresolved cited work.

A CLIP-based Uncertainty Modal Modeling (UMM) Framework for Pedestrian Re-Identification in Autonomous Driving Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:08:07.425751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T20:08:07.343380Z digest=sha256:ad824ef067ab6b20eb9020f4afef36b63f57bb3bc3991f737b11b5162267356a

Observation 973378a3-5364-4323-8915-a0e5c3f5537a · outbound

This paper cites an unresolved cited work.

A CLIP-based Uncertainty Modal Modeling (UMM) Framework for Pedestrian Re-Identification in Autonomous Driving Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T20:08:07.412585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T20:08:07.347653Z digest=sha256:31ee9b522baab1ab85711a1669181c0c2ab2b8e3143c002acb5ea7dc6a6978f8

Observation a7cfaa09-5ce7-4f82-a82f-2289df18948d · outbound

This paper cites an unresolved cited work.

A CLIP-based Uncertainty Modal Modeling (UMM) Framework for Pedestrian Re-Identification in Autonomous Driving Unresolved cited work

Reference 9

Resolution
malformed identifier
raw_fallback, observed 2026-08-05T20:08:07.399794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-05T20:08:07.353479Z digest=sha256:37aad902e326754f4054912176546fe82c34134f2ea4949fe6d43f1f2f7f98fe

Pith citing papers

No inbound Pith citation observations are available.