Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
What makes a good data augmentation for few-shot unsupervised image anomaly detection?
As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2304.03294.
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 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T00:21:38.386506Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-11T00:21:39.159678Z
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 2d2c9c90-6750-4e51-8abf-fd075f3f5212 · inbound
From Benchmark Performance to Tool Deployment: Human-in-the-Loop Anomaly Detection cites this paper.
From Benchmark Performance to Tool Deployment: Human-in-the-Loop Anomaly Detection What makes a good data augmentation for few-shot unsupervised image anomaly detection?
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-08-11T00:21:39.164235Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.