Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-28T06:29:36.686074Z
Paper Citation Record · LEDGER
Real-Time Industrial Defect Detection on Edge Hardware Using Fine-Tuned YOLOv8: A Systematic Benchmark on the NEU Surface Defect Database and MVTec AD with Automotive & Battery Manufacturing Extensions
As of 4 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2606.07659.
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 2026-08-04T06:34:03.388597+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
22 of 22 outbound references displayed
- verified exact1
- verified fuzzy0
- unresolved21
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 357fdd9b-84d6-459d-8266-ac26fdcad5cc · outbound
This paper cites an unresolved cited work.
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55320969-80a5-42fe-aa09-b0f086c01b68 · outbound
This paper cites an unresolved cited work.
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9913f611-1a7b-4d00-9dce-625dc41a0544 · outbound
This paper cites an unresolved cited work.
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64176fb3-dac2-484f-82d3-4ec6bf982a16 · outbound
This paper cites an unresolved cited work.
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 767993c1-78fc-4063-ae8d-8c9cdd0c3b1c · outbound
This paper cites an unresolved cited work.
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d6a1326-6246-48b1-87b3-c18607281162 · outbound
This paper cites an unresolved cited work.
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 293df597-f67b-48f8-8e99-9c7905995b9e · outbound
This paper cites an unresolved cited work.
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58421139-4ea3-4d0b-9ff6-d16331bb3443 · outbound
This paper cites an unresolved cited work.
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation efa4ff6f-a261-4fed-a7fc-4481a6756ec9 · outbound
This paper cites an unresolved cited work.
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3468a95c-c648-4c3c-b493-dba2f7c1f667 · outbound
This paper cites an unresolved cited work.
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a6d9714-762a-477b-ac00-7081b2b266e9 · outbound
This paper cites an unresolved cited work.
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54a677e3-5452-450f-a157-dd922e873a74 · outbound
This paper cites FastFlow: Unsupervised Anomaly Detection and Localization via 2D Normalizing Flows.
Real-Time Industrial Defect Detection on Edge Hardware Using Fine-Tuned YOLOv8: A Systematic Benchmark on the NEU Surface Defect Database and MVTec AD with Automotive & Battery Manufacturing Extensions FastFlow: Unsupervised Anomaly Detection and Localization via 2D Normalizing Flows
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T07:56:47.697381Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cf136ce8-476e-4505-9fd4-d5bddcf7ac6e · outbound
This paper cites an unresolved cited work.
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc775347-5e3f-4ed6-af60-a19c126f1b27 · outbound
This paper cites an unresolved cited work.
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3aa909fb-8035-4203-b8f0-f1dc665fa729 · outbound
This paper cites an unresolved cited work.
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a375f15-bf38-47c6-b23d-b38ad550ed54 · outbound
This paper cites an unresolved cited work.
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 725afe33-2675-4b9e-9c24-075ef3bce474 · outbound
This paper cites an unresolved cited work.
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 510cb2a7-b285-4918-a63a-057e95666cf5 · outbound
This paper cites an unresolved cited work.
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 028f5a44-6ab6-4db2-aad5-d3b136783409 · outbound
This paper cites an unresolved cited work.
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe19064f-7223-4284-8f60-47a20aabea22 · outbound
This paper cites an unresolved cited work.
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58d586f8-325c-48a3-8372-06796b011839 · outbound
This paper cites an unresolved cited work.
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6cc7c50-7a01-49c9-8a8b-b235112a95e3 · outbound
This paper cites an unresolved cited work.
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-06-28T06:29:36.686074Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.