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Paper Citation Record · LEDGER

AssistPDA: An Online Video Surveillance Assistant for Video Anomaly Prediction, Detection, and Analysis

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2503.21904.

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

pith.paper-citation-record.v1
2503.21904 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 2026-08-08T06:32:00.761636+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:34:00.884253Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T17:07:12.880276Z

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 f2d904e7-efef-498f-94c7-c25ce50a3d99 · inbound

The Evolution of Video Anomaly Detection: A Unified Framework from DNN to MLLM cites this paper.

The Evolution of Video Anomaly Detection: A Unified Framework from DNN to MLLM AssistPDA: An Online Video Surveillance Assistant for Video Anomaly Prediction, Detection, and Analysis

Reference 234

Resolution
unresolved
no resolver link, observed 2026-08-06T12:34:00.884253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:34:00.884253Z digest=sha256:b8149165a222dd2b9c56f659ec1a4df329558a3fd110226ef315b555ab003290

Observation 0ec823a2-7ed7-4144-a1b2-5ecdb4854a6b · inbound

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration cites this paper.

MA-CBP: A Criminal Behavior Prediction Framework Based on Multi-Agent Asynchronous Collaboration AssistPDA: An Online Video Surveillance Assistant for Video Anomaly Prediction, Detection, and Analysis

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-05T22:55:15.291491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T22:55:15.291491Z digest=sha256:81d339d2aed7875414beda995009735d6d93a0592eed189e0d5d37a020365cce

Observation c7371bda-361c-456c-a06c-a41f3154ac8a · inbound

Zoom In, Reason Out: Efficient Far-field Anomaly Detection in Expressway Surveillance Videos via Focused VLM Reasoning Guided by Bayesian Inference cites this paper.

Zoom In, Reason Out: Efficient Far-field Anomaly Detection in Expressway Surveillance Videos via Focused VLM Reasoning Guided by Bayesian Inference AssistPDA: An Online Video Surveillance Assistant for Video Anomaly Prediction, Detection, and Analysis

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:11:09.931135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-08T06:39:09.308237Z digest=sha256:0818673303971df689e4d88f6ef8ff1547cfc5a296ac60ff6ccc01e09e1104d5

Observation 5d06e53a-ff4d-4281-aa05-11aed675074f · inbound

Zoom In, Reason Out: Efficient Far-field Anomaly Detection in Expressway Surveillance Videos via Focused VLM Reasoning Guided by Bayesian Inference cites this paper.

Zoom In, Reason Out: Efficient Far-field Anomaly Detection in Expressway Surveillance Videos via Focused VLM Reasoning Guided by Bayesian Inference AssistPDA: An Online Video Surveillance Assistant for Video Anomaly Prediction, Detection, and Analysis

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-02T15:35:15.827889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T15:35:15.827889Z digest=sha256:8144052b3ed8ac144e724e4146385501e36762155aab1a7ebdb7b7a0c30157d6

Observation 3389fc50-b9c4-4ea3-97f1-b50c8be4f684 · inbound

Don't Pause: Streaming Video-Language Synchrony for Online Video Understanding cites this paper.

Don't Pause: Streaming Video-Language Synchrony for Online Video Understanding AssistPDA: An Online Video Surveillance Assistant for Video Anomaly Prediction, Detection, and Analysis

Reference 89

Resolution
verified exact
arxiv_id, observed 2026-07-02T17:07:12.881882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-27T22:11:01.690237Z digest=sha256:1cb6530e5f91ee453367b1d4afe72be69bda5953ec09e7c0acb1a9166e596c60