Paper Citation Record · LEDGER

Group-CLIP Uncertainty Modeling for Group Re-Identification

As of 16 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2502.06460.

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

pith.paper-citation-record.v1
2502.06460 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T15:24:52.636189Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

21 of 21 outbound references displayed

verified exact1
verified fuzzy18
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation caa75111-005e-4f06-9000-c89b5c764008 · outbound

This paper cites Group re-identification: Leveraging and integrating multi-grain information,.

Group-CLIP Uncertainty Modeling for Group Re-Identification Group re-identification: Leveraging and integrating multi-grain information,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:24:53.069519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation df0c8d1b-1bd9-41aa-b824-312ba8e03451 · outbound

This paper cites Learning multi-attention context graph for group-based re-identification,.

Group-CLIP Uncertainty Modeling for Group Re-Identification Learning multi-attention context graph for group-based re-identification,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:24:53.055320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6def4bd7-4c34-4319-abac-a327da5cbf1f · outbound

This paper cites Vision Transformer based Random Walk for Group Re-Identification.

Group-CLIP Uncertainty Modeling for Group Re-Identification Vision Transformer based Random Walk for Group Re-Identification

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-08T15:24:52.706521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f8188e6f-53c9-41a2-8a4a-53adc7b2790d · outbound

This paper cites Tret: Two stream- based regionally enhanced transformers for person re-identification,.

Group-CLIP Uncertainty Modeling for Group Re-Identification Tret: Two stream- based regionally enhanced transformers for person re-identification,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:24:53.040686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 490a5101-6fae-422b-b083-52e4097d11eb · outbound

This paper cites Parallel augmentation and dual enhancement for occluded person re-identification,.

Group-CLIP Uncertainty Modeling for Group Re-Identification Parallel augmentation and dual enhancement for occluded person re-identification,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:24:53.025228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation df39024f-a88f-4fb8-8675-e852abe2b734 · outbound

This paper cites Consistent matching based on boosted salience channels for group re-identification,.

Group-CLIP Uncertainty Modeling for Group Re-Identification Consistent matching based on boosted salience channels for group re-identification,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:24:53.008611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b760cba2-55e6-4b27-a7e9-94ce481ef0c5 · outbound

This paper cites Dotscn: Group re-identification via domain-transferred single and couple representation learning,.

Group-CLIP Uncertainty Modeling for Group Re-Identification Dotscn: Group re-identification via domain-transferred single and couple representation learning,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:24:52.993902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 28add7b3-7bad-4d0f-a80c-0d98de814ad0 · outbound

This paper cites Dot-gnn: Domain-transferred graph neural network for group re-identification,.

Group-CLIP Uncertainty Modeling for Group Re-Identification Dot-gnn: Domain-transferred graph neural network for group re-identification,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:24:52.979170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a9a05f20-eacd-4250-a9c3-33d860ffe2cd · outbound

This paper cites Group re- identification with group context graph neural networks,.

Group-CLIP Uncertainty Modeling for Group Re-Identification Group re- identification with group context graph neural networks,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:24:52.963640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 22c91595-2b90-4312-b000-a5b1424e8fd8 · outbound

This paper cites Group reidentification with multigrained matching and integration,.

Group-CLIP Uncertainty Modeling for Group Re-Identification Group reidentification with multigrained matching and integration,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:24:52.948011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c167177d-6969-42a3-bf42-5e20c1ad8381 · outbound

This paper cites Clip-reid: exploiting vision-language model for image re-identification without concrete text labels,.

Group-CLIP Uncertainty Modeling for Group Re-Identification Clip-reid: exploiting vision-language model for image re-identification without concrete text labels,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T15:24:52.536485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00857983-e3e2-40f4-8059-cab0531e7528 · outbound

This paper cites Bootstrapping vision-language learning with decoupled language pre-training,.

Group-CLIP Uncertainty Modeling for Group Re-Identification Bootstrapping vision-language learning with decoupled language pre-training,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:24:52.920626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dcbfc152-f919-4739-871e-7f36de94fbba · outbound

This paper cites Embodiedgpt: Vision-language pre-training via embodied chain of thought,.

Group-CLIP Uncertainty Modeling for Group Re-Identification Embodiedgpt: Vision-language pre-training via embodied chain of thought,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T15:24:52.545852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 967db953-7b7d-4003-ad0c-7d8b69fe42be · outbound

This paper cites Enhancing vision-language pre- training with rich supervisions,.

Group-CLIP Uncertainty Modeling for Group Re-Identification Enhancing vision-language pre- training with rich supervisions,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:24:52.893930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 02bffc85-8f83-4359-93ce-498a418b7a3d · outbound

This paper cites Med-unic: Unifying cross-lingual medical vision-language pre-training by diminishing bias,.

Group-CLIP Uncertainty Modeling for Group Re-Identification Med-unic: Unifying cross-lingual medical vision-language pre-training by diminishing bias,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:24:52.877270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7567318a-76ee-4ff2-84cc-eb4839e5ddb0 · outbound

This paper cites Associating groups of people.

Group-CLIP Uncertainty Modeling for Group Re-Identification Associating groups of people

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:24:52.861255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7d9dcf55-0758-4820-bd13-6fdb25790055 · outbound

This paper cites Matching groups of people by covariance descriptor,.

Group-CLIP Uncertainty Modeling for Group Re-Identification Matching groups of people by covariance descriptor,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:24:52.844058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ee0ab078-8e5c-4fe6-af6f-1efb4b97b8d9 · outbound

This paper cites Group re- identification via unsupervised transfer of sparse features encoding,.

Group-CLIP Uncertainty Modeling for Group Re-Identification Group re- identification via unsupervised transfer of sparse features encoding,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:24:52.828379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7e441ad4-ed96-4888-9487-30fc2340f092 · outbound

This paper cites From pedestrian to group retrieval via siamese network and correlation,.

Group-CLIP Uncertainty Modeling for Group Re-Identification From pedestrian to group retrieval via siamese network and correlation,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:24:52.811587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 25c93285-4957-40aa-99b2-c3cb2bbeb4f5 · outbound

This paper cites Uncertainty modeling with second-order transformer for group re-identification,.

Group-CLIP Uncertainty Modeling for Group Re-Identification Uncertainty modeling with second-order transformer for group re-identification,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:24:52.795275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9acb9b37-cb63-4d13-ad50-f4bbd9e886cb · outbound

This paper cites Uncertainty modeling for group re-identification,.

Group-CLIP Uncertainty Modeling for Group Re-Identification Uncertainty modeling for group re-identification,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:24:52.764618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.