Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T00:19:41.401695Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2608.08219.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T00:19:41.401695Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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
60 of 60 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f2b8f9d8-8b96-4d1d-af35-c23924ed7676 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Qwen3-VL Technical Report
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dacb0d86-a8a2-46cb-aa64-6147a6af239e · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e447357d-518d-4d66-be4e-a6c44e8debd8 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 874a91c3-9527-496d-bfb4-7ac0b6d64049 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f9aea145-5e71-4df9-8864-66dc0a50cd43 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4ada098c-f821-4201-8fbe-8208775fa4cf · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection The Evolution of Video Anomaly Detection: A Unified Framework from DNN to MLLM
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f31af760-a095-4458-8f60-cfe630f9328e · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation efd2aa46-bc4b-4e67-8678-75e140629409 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 69528564-54c2-47b2-836e-927ac092a644 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 618d508d-5bdd-4eac-84f4-eaddbad7de5e · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 18c94d5b-6735-4484-af4f-1d3de2b21cbb · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0769ca7f-82e9-4808-8307-118831eb6940 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 99913297-4f2d-4101-8886-c6bb94bfd817 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection SEW: Self-Evolving Agentic Workflows for Automated Code Generation
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 367a5760-b261-48e4-ba29-ad275eff150b · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3afac1c1-1ba8-471a-b543-7d7bdfcf873f · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d07f4ae2-8f27-460d-9193-70f1b43f4ddc · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 029f55b9-e1e3-4ffc-ae92-799b9401302d · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9102dc3e-170b-45cf-b264-1191cfeebab1 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d06725c0-552a-4df9-81f6-6db5450ffd18 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 45a5e6dd-05c2-4d06-b99c-e2ea77c19648 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4df924f9-0efd-4985-86bf-e10fea90ba62 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Video Anomaly Detection and Explanation via Large Language Models
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a3a1165-65cf-459e-b99e-f37042cfeac3 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation dd77e5fc-b295-439b-8424-590e15f62d09 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 04594b04-2d4a-43f9-b31c-c3feb7d3a48b · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 6ecc2006-4355-4c54-ac79-a31847178462 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 629baefd-b32a-4ed3-bfed-66184e9a2ddb · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a328bc11-3b33-4f1d-99f7-dde6b440096d · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 801cac83-42b1-4b52-9763-b768c5ea3f00 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1d6fe43d-fd27-4a31-9fc3-eaf1a84bc27b · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c6f175b6-8b4b-4470-a59e-6a63fa2c6ffc · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c15dbb4-e991-40ca-9ede-9e63a3824048 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e7d45dd7-814b-48f2-840f-c1a7195baa10 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 139fa7f6-189f-4ea2-bca5-34438ac86ac5 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03a0f4d5-195f-48a3-9c78-70f32f3b9038 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3626c1e-a52d-435a-93ab-d8aee00c2316 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b9c4ffad-fd69-4a9a-bde3-e7bcbf846ecd · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8b630cb8-5b4b-4891-b7a3-e957046aa881 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 49876aee-d62e-468a-a0d6-ed1e5bee05d4 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8fde1d4e-7fd2-43e4-9177-b7564138602a · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa29e52b-d940-49aa-b21b-4d35c36e9bf5 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a813636a-14dc-4aed-ac5d-013f902fd5dd · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d8978e6b-3bb8-4e17-bdc6-1af53e58230a · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee0d11ac-6592-4964-8454-1c8b20809a62 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f0818af5-7a92-418b-bb6a-1b25fcdf388c · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9e53c0a4-6e3f-46ec-bf7c-17780de7a04e · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fe185fbe-9d33-4227-a2da-c9baad091fa0 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c11b371d-f611-4e78-8792-e6dafaa559fb · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1e171dc-3a61-4cf9-8cdf-ec0d1969c9e6 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1dc9ec32-5416-4be3-ae66-1f661757de7f · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3a5e11a1-e67c-473c-adc7-9fa3a61a3025 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e18ec5cf-b47a-414d-b944-f73307117b6a · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation cc0c1f9e-239c-41de-a67a-548977e9da78 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 77bf2cb2-3eeb-45de-b041-604461e44e16 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ca81440d-7c0b-4b38-bbf3-493fcce71351 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c96a9a9e-82f8-48c4-a119-eda70af7ead2 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3eef2a8d-c7cd-4625-bb83-56d095d50eae · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 26fa0e09-6de0-4be0-91d8-4f0e9d053b7c · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation cef5930d-afce-4b99-8646-2711bc444667 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection Unresolved cited work
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15508c9e-09ee-4b25-89f5-7e58e27542a2 · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection InProceedings of the European Conference on Computer Vision (ECCV)
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b6e5487f-758e-4070-939b-2685a639ddca · outbound
VTO: Visual Tool Orchestration for Video Anomaly Detection InProceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL))
Reference 2025
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
No inbound Pith citation observations are available.