Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T14:17:12.540477Z
Paper Citation Record · LEDGER
Contextualized Visual Personalization in Vision-Language Models
As of 4 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2602.03454.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-12T04:01:23.060562Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-05-12T06:46:25.854340Z
Reference resolution
44 of 44 outbound references displayed
- verified exact0
- verified fuzzy23
- unresolved19
- parse uncertain0
- malformed identifier1
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 9b9799f1-6fae-4654-98a6-46fb04276da0 · outbound
This paper cites Object Hallucination in Image Captioning.
Contextualized Visual Personalization in Vision-Language Models Object Hallucination in Image Captioning
Reference 1
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-21T14:20:13.765484Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0c5eee8f-ec5a-4579-9c37-3bc09537eb8e · outbound
This paper cites I still remember the day I saw John at Lake Francesborough on 2025-09-09.
Contextualized Visual Personalization in Vision-Language Models I still remember the day I saw John at Lake Francesborough on 2025-09-09
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.202759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6cdbdfe1-cc7b-4d07-8fba-03a14d08195d · outbound
This paper cites Oh wait, I need to go to the post office to return this package.
Contextualized Visual Personalization in Vision-Language Models Oh wait, I need to go to the post office to return this package
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.256434Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 17742a86-c783-4bd4-99ce-582d63e584c4 · outbound
This paper cites If this person ever shows up again, remind me by saying the keyword SKS.
Contextualized Visual Personalization in Vision-Language Models If this person ever shows up again, remind me by saying the keyword SKS
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.262668Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5cae88f2-4502-4f2c-a93b-bfbf9f953116 · outbound
This paper cites Conversely, optimizing only rcaps also yields consistently weaker results, suggesting retrieval signals without fine-grained visual supervision are inadequate.
Contextualized Visual Personalization in Vision-Language Models Conversely, optimizing only rcaps also yields consistently weaker results, suggesting retrieval signals without fine-grained visual supervision are inadequate
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.265986Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 32f2acfb-7474-4b8d-bed6-ac715ef8f286 · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.244348Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cfba30ff-8f75-4143-bbfa-3faef9277d5b · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 7
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-21T14:20:14.253323Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e4c8a697-f908-4ad7-814d-9898bc0d324b · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.229772Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6cd2bfbf-b59b-492f-8bdd-a86f285cdfc0 · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.199371Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 37fb1cbe-2c9c-4eeb-801a-f53f364462df · outbound
This paper cites yes" only when every concept appears in the query image. Carefully examine the images and output the final result only as.
Contextualized Visual Personalization in Vision-Language Models yes" only when every concept appears in the query image. Carefully examine the images and output the final result only as
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.268801Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b320d246-700a-49c1-b819-7403894e4048 · outbound
This paper cites This looks like Pino again, perhaps older than in the park photo from Busan Station.
Contextualized Visual Personalization in Vision-Language Models This looks like Pino again, perhaps older than in the park photo from Busan Station
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.289667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 47209153-4c95-4fe7-ac95-01e8ffbf956b · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.304199Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ca20ba64-a8c6-4a29-9c61-7abb928110e6 · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.286329Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 67377320-69e1-44de-8f50-f0eb7b6b67b8 · outbound
This paper cites 6.Use only relevant memories.
Contextualized Visual Personalization in Vision-Language Models 6.Use only relevant memories
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.235335Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a165494c-ebcd-419c-9e2d-d36d0e29864b · outbound
This paper cites • Do not invent or alter the name.
Contextualized Visual Personalization in Vision-Language Models • Do not invent or alter the name
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.280148Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d384bce4-417c-4af8-aae7-d9c531e1860d · outbound
This paper cites last summer at the riverside.
Contextualized Visual Personalization in Vision-Language Models last summer at the riverside
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.274571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cafca332-51c9-4eab-9128-24d44d160941 · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.277186Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 637e34c8-2045-4747-9b0b-9c23520f403e · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.283126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ad335666-3639-46fa-bd89-8b9566ccdcdf · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.226913Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 30709138-22b0-4727-b750-6936475b2175 · outbound
This paper cites Focus on thepersonal connectionandshared observa- tionof the object.
Contextualized Visual Personalization in Vision-Language Models Focus on thepersonal connectionandshared observa- tionof the object
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.247493Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 51cddcdc-dea1-4d02-8c50-eb5c2bfc5000 · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.232443Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b06b6559-f21a-4828-a2b0-a6e396b46c91 · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.241539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7188660f-e898-4fca-862c-b4dcb46a5424 · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.250374Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c1eb7d14-3f06-47fc-a953-6d9c42a64fd1 · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.238363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 75509f56-b82a-4318-a6a0-d67b7259c186 · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.221650Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4227221b-9243-42fe-86c9-2f31a2e74021 · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.224325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6a627225-771b-47f4-acf7-50abca355142 · outbound
This paper cites qa": [ {.
Contextualized Visual Personalization in Vision-Language Models qa": [ {
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.218667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ad4584e7-2a8e-4329-92fa-a735724e3caa · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.292672Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation aea2f95d-4362-4c9c-8d33-f3fd5e80293a · outbound
This paper cites • Ifnoneof A/B/C can be confirmed from the description, choose D.
Contextualized Visual Personalization in Vision-Language Models • Ifnoneof A/B/C can be confirmed from the description, choose D
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.209335Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7ae08635-d38f-47f6-a33d-b2dfbf7f9af7 · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.212223Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation dda6f6eb-263e-4e47-9ab8-a602a21f58fe · outbound
This paper cites • Then, on a separate line, output the final choice in the exact format: [Required output format] Answer:\boxed{X} whereXis one ofA, B, C, or D.
Contextualized Visual Personalization in Vision-Language Models • Then, on a separate line, output the final choice in the exact format: [Required output format] Answer:\boxed{X} whereXis one ofA, B, C, or D
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.206227Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 90dc0ea4-d79e-48bf-bf41-fe1578c3ae76 · outbound
This paper cites • Do not invent, alter, or omit the name.
Contextualized Visual Personalization in Vision-Language Models • Do not invent, alter, or omit the name
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.215421Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 27247353-51ad-47b1-9833-19edb7c9eedd · outbound
This paper cites • The experience must include at least one concreteevent or situation(e.g., bumping into them, having a short conversation, noticing what they were doing).
Contextualized Visual Personalization in Vision-Language Models • The experience must include at least one concreteevent or situation(e.g., bumping into them, having a short conversation, noticing what they were doing)
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.295853Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f5db88a1-f9bc-4a9d-a582-7d158615d068 · outbound
This paper cites I saw them on{seen date}at{seen place}.
Contextualized Visual Personalization in Vision-Language Models I saw them on{seen date}at{seen place}
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.188903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 263afca6-df93-4829-9fd4-ce62f76d7b13 · outbound
This paper cites • Do not introduce new factual information beyond what the user provides.
Contextualized Visual Personalization in Vision-Language Models • Do not introduce new factual information beyond what the user provides
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.298791Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2ba3953e-c281-4912-af3c-ef0e20a5ce7d · outbound
This paper cites Avoid encyclopedic or factual descriptions.
Contextualized Visual Personalization in Vision-Language Models Avoid encyclopedic or factual descriptions
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.301693Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 401b9cde-daa9-4f51-b96c-67605a37c68c · outbound
This paper cites [Output Format] Dialogue: User.
Contextualized Visual Personalization in Vision-Language Models [Output Format] Dialogue: User
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.259544Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d86dce43-c86b-419c-b0d1-71721850726a · outbound
This paper cites This looks like Pino again, now indoors instead of the park near Busan Station.
Contextualized Visual Personalization in Vision-Language Models This looks like Pino again, now indoors instead of the park near Busan Station
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.185860Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 026c93d7-9b7e-43e3-a432-bd464e916569 · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.192328Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 424ec6bb-915c-44bd-b93d-0dac69b52bb6 · outbound
This paper cites Instead, synthesize memory with the current image content.
Contextualized Visual Personalization in Vision-Language Models Instead, synthesize memory with the current image content
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.196272Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 22c77aa2-e07d-4d34-9276-6bdbf50cda50 · outbound
This paper cites Oh wait, I think I left my wallet at the Guess store, so I’m going back to check.
Contextualized Visual Personalization in Vision-Language Models Oh wait, I think I left my wallet at the Guess store, so I’m going back to check
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.182627Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 86c1fd0d-0380-440f-9bda-3a3dc8b0a796 · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.179612Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation eb5f1080-e073-4636-966e-8abfd72db0ae · outbound
This paper cites an unresolved cited work.
Contextualized Visual Personalization in Vision-Language Models Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T14:20:14.176460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 31f8a34a-3d19-4658-b95e-7f4dff255e9f · outbound
This paper cites Evaluation Criteria: • The generated response isCorrectif it semantically includes the core information conveyed by the ground-truth reference.
Contextualized Visual Personalization in Vision-Language Models Evaluation Criteria: • The generated response isCorrectif it semantically includes the core information conveyed by the ground-truth reference
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T14:20:14.271938Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
Observation da3ffe16-7317-45f0-af5f-0050d06daa88 · inbound
Omni-Persona: Systematic Benchmarking and Improving Omnimodal Personalization cites this paper.
Omni-Persona: Systematic Benchmarking and Improving Omnimodal Personalization Contextualized Visual Personalization in Vision-Language Models
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-05-12T06:46:25.864009Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.