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Paper Citation Record · LEDGER

VIALM: A Survey and Benchmark of Visually Impaired Assistance with Large Models

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2402.01735.

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

pith.paper-citation-record.v1
2402.01735 v2

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 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:04:44.328122Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T23:52:17.004645Z

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 8ad35e24-7e1c-43ea-be5b-3b4e84138e75 · inbound

GuideDog: A Real-World Egocentric Multimodal Dataset for Blind and Low-Vision Accessibility-Aware Guidance cites this paper.

GuideDog: A Real-World Egocentric Multimodal Dataset for Blind and Low-Vision Accessibility-Aware Guidance VIALM: A Survey and Benchmark of Visually Impaired Assistance with Large Models

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-05-22T23:52:17.009226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-22T23:49:53.830731Z digest=sha256:e8a6a5e721b46edbbe5951743bec3a1bd0b38570248707bc2967faf59fdde2b4

Observation 42ff368f-81aa-4d74-b24b-01fae5398856 · inbound

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration cites this paper.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration VIALM: A Survey and Benchmark of Visually Impaired Assistance with Large Models

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T22:04:44.328122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:04:44.328122Z digest=sha256:f04bd44187e75d3a3affa24953abfab60e1d883b17cea7a6e71f95b79da4714c

Observation 2f26b86e-3fc0-48d1-94ba-daaa637cc169 · inbound

Urban Risk-Aware Navigation via VQA-Based Event Maps for People with Low Vision cites this paper.

Urban Risk-Aware Navigation via VQA-Based Event Maps for People with Low Vision VIALM: A Survey and Benchmark of Visually Impaired Assistance with Large Models

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-13T05:57:22.635423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-13T05:56:02.763050Z digest=sha256:074a22147f4bf69ed56accf274f33e1ea67aeeb92bf34c0bbc88205f69e16e19