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Paper Citation Record · LEDGER

PitVQA++: Vector Matrix-Low-Rank Adaptation for Open-Ended Visual Question Answering in Pituitary Surgery

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2502.14149.

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

pith.paper-citation-record.v1
2502.14149 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T11:40:00.972667Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T11:43:15.357627Z

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 ada9273b-0faf-4cad-a62a-90f17904b791 · inbound

When to Trust the Answer: Question-Aligned Semantic Nearest Neighbor Entropy for Safer Surgical VQA cites this paper.

When to Trust the Answer: Question-Aligned Semantic Nearest Neighbor Entropy for Safer Surgical VQA PitVQA++: Vector Matrix-Low-Rank Adaptation for Open-Ended Visual Question Answering in Pituitary Surgery

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-18T01:22:15.704137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-18T01:21:26.854636Z digest=sha256:5b936827a8df9b3f49009e1df406c5bba4e29a927944c3d4f71e8467e0a4705a

Observation 04ca4090-d38b-43e2-81ba-5efd95574952 · inbound

SurgViVQA: Temporally-Grounded Video Question Answering for Surgical Scene Understanding cites this paper.

SurgViVQA: Temporally-Grounded Video Question Answering for Surgical Scene Understanding PitVQA++: Vector Matrix-Low-Rank Adaptation for Open-Ended Visual Question Answering in Pituitary Surgery

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-18T01:32:17.244965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-18T01:31:45.094169Z digest=sha256:911b7545b0887ab9f943135d440426e4ec0496d9a9fa0d32242d2193ee8e9a0c

Observation e0e17e19-d1c4-45a2-b480-62711eadb1cb · inbound

SurgLQA: Scalable Long-Horizon Surgical Video Question Answering cites this paper.

SurgLQA: Scalable Long-Horizon Surgical Video Question Answering PitVQA++: Vector Matrix-Low-Rank Adaptation for Open-Ended Visual Question Answering in Pituitary Surgery

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:43:15.359131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-20T11:40:00.972667Z digest=sha256:3c5291be3638dcd5c5f92da57087e32cb2fc6eae7b869c70cba5bb7e5dfe8a88