Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Bidirectional Prototype-Reward co-Evolution for Test-Time Adaptation of Vision-Language Models
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.09394.
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 2026-08-06T05:46:32.182173Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T14:42:33.188975Z
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 0e9e456c-e9fd-4324-94ed-6d51846499e1 · 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 Bidirectional Prototype-Reward co-Evolution for Test-Time Adaptation of Vision-Language Models
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:46:32.182173Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0c15586-2137-41b7-8f4c-2af6547a1495 · inbound
Adapting Vision-Language Models Without Labels: A Comprehensive Survey cites this paper.
Adapting Vision-Language Models Without Labels: A Comprehensive Survey Bidirectional Prototype-Reward co-Evolution for Test-Time Adaptation of Vision-Language Models
Reference 151
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:17:06.948393Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 455950b7-2389-4299-b054-723196714bf0 · inbound
CogVLA: Cognition-Aligned Vision-Language-Action Model via Instruction-Driven Routing & Sparsification cites this paper.
CogVLA: Cognition-Aligned Vision-Language-Action Model via Instruction-Driven Routing & Sparsification Bidirectional Prototype-Reward co-Evolution for Test-Time Adaptation of Vision-Language Models
Reference 51
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T14:42:33.193376Z
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.