Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2403.12952.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:56:35.051699Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T10:16:52.268290Z
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 3abd4e64-7364-4055-97fe-96bdb17647a6 · 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 Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:56:35.051699Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3664812-3d43-40f2-9c1e-56d4c43e1564 · inbound
Multi-Cache Enhanced Prototype Learning for Test-Time Generalization of Vision-Language Models cites this paper.
Multi-Cache Enhanced Prototype Learning for Test-Time Generalization of Vision-Language Models Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:46:32.217329Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3a4d953-ec17-4a30-bfcf-5886d277c139 · inbound
Constrained Prompt Enhancement for Improving Zero-Shot Generalization of Vision-Language Models cites this paper.
Constrained Prompt Enhancement for Improving Zero-Shot Generalization of Vision-Language Models Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:56:23.006176Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67ea1b04-a286-4b15-8d37-03e3eab7a4d0 · inbound
Drift-Augmented Scoring: Text-Derived Noise Robustness for Zero-Shot Audio-Language Classification cites this paper.
Drift-Augmented Scoring: Text-Derived Noise Robustness for Zero-Shot Audio-Language Classification Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T10:16:52.269940Z
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.