Paper Citation Record · LEDGER

Video Anomaly Detection and Explanation via Large Language Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2401.05702.

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

pith.paper-citation-record.v1
2401.05702 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 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 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:15:53.563367Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T14:25:47.024249Z

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 aa3a4a84-13f6-452c-a0d8-2ecb525039ce · inbound

Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models cites this paper.

Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models Video Anomaly Detection and Explanation via Large Language Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-08T12:15:53.563367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e7ad542-9a07-4b88-bba4-3cd40cdc2b28 · inbound

VideoEval-Pro: Robust and Realistic Long Video Understanding Evaluation cites this paper.

VideoEval-Pro: Robust and Realistic Long Video Understanding Evaluation Video Anomaly Detection and Explanation via Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T15:34:40.477549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e63d5cbe-9a66-4311-9a70-570cae6a6718 · inbound

Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought cites this paper.

Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought Video Anomaly Detection and Explanation via Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T14:09:09.799641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e95fe7f-147b-4f0d-9287-6c93387b9bce · inbound

VAU-R1: Advancing Video Anomaly Understanding via Reinforcement Fine-Tuning cites this paper.

VAU-R1: Advancing Video Anomaly Understanding via Reinforcement Fine-Tuning Video Anomaly Detection and Explanation via Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:07.271026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e527dfdf-c073-4f43-9b68-c8f8baf1c070 · inbound

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model cites this paper.

Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model Video Anomaly Detection and Explanation via Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:26:38.782882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10896c31-8b20-4635-a97b-4456507cc1fb · inbound

SmartHome-Bench: A Comprehensive Benchmark for Video Anomaly Detection in Smart Homes Using Multi-Modal Large Language Models cites this paper.

SmartHome-Bench: A Comprehensive Benchmark for Video Anomaly Detection in Smart Homes Using Multi-Modal Large Language Models Video Anomaly Detection and Explanation via Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T00:41:51.315197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9539f4a0-c7cd-4201-8999-c33910401d0f · inbound

VAGU & GtS: LLM-Based Benchmark and Framework for Joint Video Anomaly Grounding and Understanding cites this paper.

VAGU & GtS: LLM-Based Benchmark and Framework for Joint Video Anomaly Grounding and Understanding Video Anomaly Detection and Explanation via Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T12:46:19.486962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73ca25d3-75a5-496e-adec-9ab50552daa1 · 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 Video Anomaly Detection and Explanation via Large Language Models

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T12:34:00.360891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5fd100f-6032-42d4-9598-01674eeca37e · inbound

Spatiotemporal Semantic V2X Framework for Cooperative Collision Prediction cites this paper.

Spatiotemporal Semantic V2X Framework for Cooperative Collision Prediction Video Anomaly Detection and Explanation via Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T08:26:17.910177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 322e5e4d-4623-486d-a1db-6fd8d47bf7e4 · inbound

LATERN: Test-Time Context-Aware Explainable Video Anomaly Detection cites this paper.

LATERN: Test-Time Context-Aware Explainable Video Anomaly Detection Video Anomaly Detection and Explanation via Large Language Models

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-01T14:25:47.025772Z

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.

Observation 5aaa08a8-22c6-4ee4-a4a6-424ec0fbf477 · inbound

CoReVAD: A Contextual Reasoning Framework for Training-Free Video Anomaly Detection cites this paper.

CoReVAD: A Contextual Reasoning Framework for Training-Free Video Anomaly Detection Video Anomaly Detection and Explanation via Large Language Models

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:20:25.118568Z

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.