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Paper Citation Record · LEDGER

Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2401.02460.

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

pith.paper-citation-record.v1
2401.02460 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 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T20:28:21.574263Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T12:59:53.231443Z

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 2de1ca38-3d58-4163-aefd-5d17ee11c390 · inbound

Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs cites this paper.

Decomposing Visual Classification: Assessing Tree-Based Reasoning in VLMs Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-04T20:28:21.574263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T20:28:21.574263Z digest=sha256:15eb411407527d4919429fd99afbcbd23a34233f409c4c8e541b35645dae6f91

Observation a00f5cc7-38e8-4132-ab22-ddb310876241 · inbound

Robust Onion: Peeling Open Vocab Object Detectors Under Noise cites this paper.

Robust Onion: Peeling Open Vocab Object Detectors Under Noise Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-07-04T12:59:53.232719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-26T05:33:25.373918Z digest=sha256:55d95a07043290934c972c3909cd1e189f6425ae15864f91572c66f0bc1fe5fa

Observation db5002c6-a83d-4ce8-8f63-0a81fa17e2c1 · inbound

Robust Onion: Peeling Open Vocab Object Detectors Under Noise cites this paper.

Robust Onion: Peeling Open Vocab Object Detectors Under Noise Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-07-01T16:15:50.002414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T00:42:36.605869Z digest=sha256:fd25175b24f9cdec1391d439f0d76ab36d85f721689e53b93f0c00b44d653b9f