Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:25:54.197474Z
Paper Citation Record · LEDGER
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline
As of 14 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2608.08867.
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 2026-08-14T06:32:32.682623+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
18 of 18 outbound references displayed
- verified exact0
- verified fuzzy10
- unresolved8
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 0823ed6f-6d15-4a28-95aa-b52d2f8c696a · outbound
This paper cites Accident @ cvpr chal- lenge: Training-free accident understanding on cctv video.
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline Accident @ cvpr chal- lenge: Training-free accident understanding on cctv video
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:54.427497Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 79f235bf-d91a-441b-b879-27a238afa8f4 · outbound
This paper cites BoT-SORT: Robust Associations Multi-Pedestrian Tracking.
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline BoT-SORT: Robust Associations Multi-Pedestrian Tracking
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:54.133640Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69c8ce09-6650-49cf-b687-5313aacae4a7 · outbound
This paper cites V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning.
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:54.138284Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3af21b89-612d-450a-aa5e-173f8b8ac560 · outbound
This paper cites Qwen3-VL Technical Report.
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline Qwen3-VL Technical Report
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:54.142065Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 405627f4-ffaf-415c-99d6-0d11b0d7da56 · outbound
This paper cites Qwen2.5-VL Technical Report.
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline Qwen2.5-VL Technical Report
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:54.146430Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c02753be-c1af-4922-a240-01d6a20ad458 · outbound
This paper cites Fu, Stefano Ermon, Atri Rudra, and Christopher Ré.
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline Fu, Stefano Ermon, Atri Rudra, and Christopher Ré
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:54.415100Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ea7d02ab-8c22-44b2-8996-de23b31e56a7 · outbound
This paper cites Traffic accident detection yolo11x.
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline Traffic accident detection yolo11x
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:54.402442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8865417d-5903-4f24-9104-c7a9e5b8d577 · outbound
This paper cites CrashSight: A Phase-Aware, Infrastructure-Centric Video Benchmark for Traffic Crash Scene Understanding and Reasoning.
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline CrashSight: A Phase-Aware, Infrastructure-Centric Video Benchmark for Traffic Crash Scene Understanding and Reasoning
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:54.159096Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e4ba29c-c366-4fa7-804d-9d0b0b82ebf8 · outbound
This paper cites Ultralytics YOLO11.
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline Ultralytics YOLO11
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:54.389151Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3049b29e-3566-4e75-b793-6578b465553e · outbound
This paper cites Video-LLaMA: An instruction-tuned audio-visual language model for video understanding.
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline Video-LLaMA: An instruction-tuned audio-visual language model for video understanding
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:54.376426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3ecbd7c5-9616-45f7-9060-55c8ed7cedc3 · outbound
This paper cites STER-VLM: Spatio-temporal with enhanced reference vision- language models.
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline STER-VLM: Spatio-temporal with enhanced reference vision- language models
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:54.363559Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d6037774-e76d-4534-990e-2ed4acf31010 · outbound
This paper cites Accident: A benchmark dataset for vehicle accident detection from traffic surveillance videos.
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline Accident: A benchmark dataset for vehicle accident detection from traffic surveillance videos
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:54.351587Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7a7271c6-2b3f-4a92-b716-e8ddd400ac4d · outbound
This paper cites What does CLIP know about a red circle? Visual prompt engineering for VLMs.
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline What does CLIP know about a red circle? Visual prompt engineering for VLMs
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:54.339202Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 808c98ab-258f-4e2d-8d3a-441a2c6fe240 · outbound
This paper cites Supervision: A library for com- puter vision annotations.
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline Supervision: A library for com- puter vision annotations
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:54.326796Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6ab7d264-234c-40f1-9cca-cf7988de2c4b · outbound
This paper cites RoFormer: Enhanced Transformer with Rotary Position Embedding.
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline RoFormer: Enhanced Transformer with Rotary Position Embedding
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:54.185211Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18885a86-f3bc-4525-9fd0-84f43536f3ea · outbound
This paper cites RAFT: Recurrent all-pairs field transforms for optical flow.
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline RAFT: Recurrent all-pairs field transforms for optical flow
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:54.314370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 417f79ba-b8d4-4d9c-a929-dfe773794d30 · outbound
This paper cites Harnessing large language models for training-free video anomaly detection.
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline Harnessing large language models for training-free video anomaly detection
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:54.192968Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc82ccae-9bf8-4ff2-8904-83093b2b5843 · outbound
This paper cites Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM.
Zero-Shot Traffic Accident Detection via a Coarse-to-Fine VLM-Tracking Pipeline Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:54.197474Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.