Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T17:39:47.205227Z
Paper Citation Record · LEDGER
Is Generation Required for Data-Efficient Perception?
As of 23 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 0 inbound Pith citation observations for arXiv:2512.08854.
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 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
8 of 8 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved7
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation f2c4230c-99fc-4e3b-a4cb-fe955fbf41f1 · outbound
This paper cites an unresolved cited work.
Is Generation Required for Data-Efficient Perception? Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T17:39:47.065726Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2e2b995-e0bd-4f74-91d5-3cd0838b6007 · outbound
This paper cites Indeed, there can be a non-trivial null set of full rank matricesAsuch that the result does not hold.
Is Generation Required for Data-Efficient Perception? Indeed, there can be a non-trivial null set of full rank matricesAsuch that the result does not hold
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T17:39:46.894056Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42931a1e-4001-4497-b070-00e15b73b27e · outbound
This paper cites an unresolved cited work.
Is Generation Required for Data-Efficient Perception? Unresolved cited work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T17:39:46.758044Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25858429-7994-4882-a4a3-dcc60caf3c7f · outbound
This paper cites ThenG enc is dense in the space of all continuous functions on all compact subset ofR dx.
Is Generation Required for Data-Efficient Perception? ThenG enc is dense in the space of all continuous functions on all compact subset ofR dx
Reference 8
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-03T17:39:47.205227Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b85b3468-59e9-442f-be55-da40c0a36691 · outbound
This paper cites DINOv3.
Is Generation Required for Data-Efficient Perception? DINOv3
Reference 2014
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T17:39:46.607876Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b90295d2-bf23-4669-842d-46e931a02775 · outbound
This paper cites an unresolved cited work.
Is Generation Required for Data-Efficient Perception? Unresolved cited work
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T17:39:46.432187Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bda8ad92-3522-4a50-806f-604297869ed5 · outbound
This paper cites PaliGemma: A versatile 3B VLM for transfer.
Is Generation Required for Data-Efficient Perception? PaliGemma: A versatile 3B VLM for transfer
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T17:39:46.239084Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70ccf8e5-56e3-47bc-ac50-2b84a8630f84 · outbound
This paper cites Generalization in anti-causal learning.
Is Generation Required for Data-Efficient Perception? Generalization in anti-causal learning
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T17:39:46.310083Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.