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Paper Citation Record · LEDGER

AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly Detection using Data Degradation Scheme

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2305.04468.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2305.04468 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:00:09.860907Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-04T23:42:43.052265Z

Reference resolution

0 of 0 outbound references displayed

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  • 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 a3a8c574-bd12-4e2b-a1a7-03b37ea1361c · inbound

Mamba Adaptive Anomaly Transformer with association discrepancy for time series cites this paper.

Mamba Adaptive Anomaly Transformer with association discrepancy for time series AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly Detection using Data Degradation Scheme

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-08T12:00:09.860907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T12:00:09.860907Z digest=sha256:a15a8c47ebeeb0365b8bc428a4ef030415142c68707f62de38c8cd9971c61ba3

Observation 103a3b6f-0bc2-4aac-90f9-f289ffdab238 · inbound

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies cites this paper.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly Detection using Data Degradation Scheme

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:28.093576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:28.093576Z digest=sha256:27512ec07b62158f0e57f995703bd500f2b125c6e10aeddb3d0aead333129b90

Observation 0db1f24e-3329-4619-90ac-d4d0e5768b46 · inbound

CAPMix: Robust KPI Anomaly Detection for AIOps in Noisy and Dynamic Environments cites this paper.

CAPMix: Robust KPI Anomaly Detection for AIOps in Noisy and Dynamic Environments AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly Detection using Data Degradation Scheme

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-04T23:42:43.057122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-04T23:42:39.832767Z digest=sha256:1432de353400fb3437f3dae251643f7c8f8ca156f8d67051fcaf3f0b0177db9f

Observation 8e9426dc-f682-4817-8dc3-04a913632bff · inbound

Attention in Motion: Secure Platooning via Transformer-based Misbehavior Detection cites this paper.

Attention in Motion: Secure Platooning via Transformer-based Misbehavior Detection AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly Detection using Data Degradation Scheme

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-03T15:51:29.504155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:51:29.504155Z digest=sha256:da9a2a2753778eea4eb284b5bec58b05ce18bff8e5d946ae822b6db2c772ad2c

Observation 9a7f06a9-6af9-42a1-b8e6-e4c5d0aba2c7 · inbound

Optimizing Transformer Neural Network for Real-Time Outlier Detection on FPGAs cites this paper.

Optimizing Transformer Neural Network for Real-Time Outlier Detection on FPGAs AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly Detection using Data Degradation Scheme

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-01T05:23:58.593868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T05:23:58.593868Z digest=sha256:caa69a8689adedccb0f2c85cda37c789fd8708656742d8bde731c65302af39c8