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Paper Citation Record · LEDGER

Frustratingly Easy Test-Time Adaptation of Vision-Language Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2405.18330.

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

pith.paper-citation-record.v1
2405.18330 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T13:31:23.369456Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T18:56:35.254374Z

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 b6b6f7e6-122c-492c-a41f-f93c060fece0 · inbound

LoRA-TTT: Low-Rank Test-Time Training for Vision-Language Models cites this paper.

LoRA-TTT: Low-Rank Test-Time Training for Vision-Language Models Frustratingly Easy Test-Time Adaptation of Vision-Language Models

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-09T13:31:23.369456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T13:31:23.369456Z digest=sha256:06b1bc15a2321d1f1c0a94ed182e52a47bad955cb75024c5ac19c7e9e335e23d

Observation 84662d16-1aef-444e-b5b5-e0a79e60695a · inbound

Free on the Fly: Enhancing Flexibility in Test-Time Adaptation with Online EM cites this paper.

Free on the Fly: Enhancing Flexibility in Test-Time Adaptation with Online EM Frustratingly Easy Test-Time Adaptation of Vision-Language Models

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:56:35.258290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:56:34.947177Z digest=sha256:bfb973e30a2b0a4b8322b916f0f369a69d68330299bd340a20bdbf3ffcac1868