Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T21:19:53.168884Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2602.20575.
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 2026-08-02T21:19:53.168884Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3940d837-9d4d-4d68-8a3e-965d205d5a46 · outbound
An interactive enhanced driving dataset for autonomous driving Real-world troublemaker: A 5g cloud-controlled track testing framework for automated driving systems in safety-critical interaction scenarios[J]
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aaa85162-2e18-45a0-9f2b-f4046aff1f57 · outbound
An interactive enhanced driving dataset for autonomous driving A matched case-control analysis of autonomous vs human-driven vehicleaccidents[J].Naturecommunications,2024,15(1):4931
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc515571-511d-452b-b142-811630f7bf2d · outbound
An interactive enhanced driving dataset for autonomous driving Uncertainty-Aware Safety-Critical Decision and Control for Autonomous Vehicles at Unsignalized Intersections
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6024644d-bf38-4bc3-8cac-580d6977e25b · outbound
An interactive enhanced driving dataset for autonomous driving Survey of General End-to-End Autonomous Driving: A UnifiedPerspective[J].AuthoreaPreprints,2025
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a47edc18-e7ff-406f-9888-d80707dcee3f · outbound
An interactive enhanced driving dataset for autonomous driving VLM-AD: End-to-End Autonomous Driving through Vision-Language Model Supervision
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8d98dd5-f421-4672-b306-1d69efbed607 · outbound
An interactive enhanced driving dataset for autonomous driving DriveVLM: The Convergence of Autonomous Driving and Large Vision-Language Models
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28655dd7-4506-4fbf-9b78-a68510818dbc · outbound
An interactive enhanced driving dataset for autonomous driving LatentVLA: Efficient Vision-Language Models forAutonomous DrivingviaLatentActionPrediction[J].arXivpreprintarXiv:2601.05611,2026
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88f7d9dd-08d5-4219-ab5c-86d800d89406 · outbound
An interactive enhanced driving dataset for autonomous driving Discrete diffusion for reflective vision-language-action modelsinautonomousdriving[J].arXivpreprintarXiv:2509.20109,2025
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13d1dcf3-906d-4b40-a0f3-e97c8b95f67e · outbound
An interactive enhanced driving dataset for autonomous driving Fastdrivevla: Efficient end-to-end driving via plug-and-play reconstruction-basedtokenpruning[J].arXivpreprintarXiv:2507.23318,2025
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27da6b7d-211c-4d26-a21e-e2ef4e502c30 · outbound
An interactive enhanced driving dataset for autonomous driving EMMA: End-to-End Multimodal Model for Autonomous Driving
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24e840cd-7855-46c6-b522-7b82bbbbecb2 · outbound
An interactive enhanced driving dataset for autonomous driving Unresolved cited work
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95878ac0-05fc-42c3-a5de-f35ad53a32bc · outbound
An interactive enhanced driving dataset for autonomous driving Motionlm: Multi-agent motion forecasting as language modeling[C]//Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV).Paris,France:IEEE,2023:8579-8590
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88fa872a-7a92-498b-951b-cd85f5e3c369 · outbound
An interactive enhanced driving dataset for autonomous driving On the assessment of vehicle trajectory data accuracy and application to the Next Generation SIMulation (NGSIM) program data[J]
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5f89f38-da18-4259-9fd3-6b90da222e04 · outbound
An interactive enhanced driving dataset for autonomous driving Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da37c39f-4ca7-4993-a34c-09cfbba6b294 · outbound
An interactive enhanced driving dataset for autonomous driving One thousand and one hours: Self-driving motion prediction dataset[C]//Proceedings of the 4th Conference on Robot Learning (CoRL)
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d5608de-4357-4e7d-8969-86b074b54441 · outbound
An interactive enhanced driving dataset for autonomous driving Unresolved cited work
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbcd0e17-580f-459d-a55d-929d683e1ac8 · outbound
An interactive enhanced driving dataset for autonomous driving Curse of rarity for autonomous vehicles[J]
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3906930-32b6-4e29-929e-657e89c37552 · outbound
An interactive enhanced driving dataset for autonomous driving Unresolved cited work
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55f1d801-5176-4ac6-85eb-e77baeab30da · outbound
An interactive enhanced driving dataset for autonomous driving Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 442944bd-ae03-4f15-85d7-70b5a8c47ea2 · outbound
An interactive enhanced driving dataset for autonomous driving One Million Scenes for Autonomous Driving: ONCE Dataset
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c2355a0-b51c-48a7-8838-5c9fc9d921f8 · outbound
An interactive enhanced driving dataset for autonomous driving DriveLM: Driving with graph visual question answering[C]//Proceedings ofthe European Conferenceon ComputerVision(ECCV)
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48a831cf-c130-42f7-8f15-12bf2b738753 · outbound
An interactive enhanced driving dataset for autonomous driving Drivemlm: Aligning multi-modal large language models with behavioral planning states for autonomous driving[J]
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6153dff-b987-43ed-a3f1-ab53ccecfbeb · outbound
An interactive enhanced driving dataset for autonomous driving GPT-Driver: Learning to Drive with GPT
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e06e61e-b60d-4dfa-8ce6-b654c0ffd67d · outbound
An interactive enhanced driving dataset for autonomous driving A Language Agent for Autonomous Driving
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31abbac4-bdc6-4916-8fe5-446c47367857 · outbound
An interactive enhanced driving dataset for autonomous driving CARLA: An open urban driving simulator[C]//Proceedings ofthe1stConferenceonRobotLearning(CoRL).MountainView, CA,USA:PMLR,2017:1-16
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29c397f8-0c1d-417e-a432-0a472ffb50bc · outbound
An interactive enhanced driving dataset for autonomous driving Unresolved cited work
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cf369fe-53f9-4acf-a940-f6cb8989bfdc · outbound
An interactive enhanced driving dataset for autonomous driving Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b25c9d66-e021-4425-b760-47e2d4c21c96 · outbound
An interactive enhanced driving dataset for autonomous driving PODAR:Acollision risk model offering valid signals for vehicularinteractions[J].IEEEIntelligentTransportationSystemsMagazine,2025
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af8c8c2b-7ccd-4af2-855a-34d3842413c5 · outbound
An interactive enhanced driving dataset for autonomous driving VistaScenario: Interaction scenario engineering for vehicleswithintelligentsystemsfortransportautomation[J].IEEETransactionsonIntelligent Vehicles,2024
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30cb85f0-b493-4d49-a993-34f7d06bd269 · outbound
An interactive enhanced driving dataset for autonomous driving Unresolved cited work
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1dba08b9-c264-47b6-b57c-a858662e08fa · outbound
An interactive enhanced driving dataset for autonomous driving Unresolved cited work
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50714184-7f56-47b6-a462-9cc8b05a4b3b · outbound
An interactive enhanced driving dataset for autonomous driving Surrogate safety measures from traffic simulation models[J]
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7cf4471f-ecbe-477d-b0df-e5b0b9c821a0 · outbound
An interactive enhanced driving dataset for autonomous driving Unresolved cited work
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5dc7cede-8d6c-44f3-a35e-ca30f4286076 · outbound
An interactive enhanced driving dataset for autonomous driving Risk assessment in autonomous driving: a comprehensive survey of risk sources, methodologies, and system architectures[J]
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c20f64b-38be-4e34-97be-7c2d152dba92 · outbound
An interactive enhanced driving dataset for autonomous driving Survey on scenario-based safety assessment of automatedvehicles[J].IEEEaccess,2020,8:87456-87477
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba2d8d73-6730-4806-9846-e9231c865368 · outbound
An interactive enhanced driving dataset for autonomous driving NuPlan: A closed-loop ML-based planning benchmark for autonomous vehicles
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6a2d80f-6969-478e-9788-c3d72ac4a158 · outbound
An interactive enhanced driving dataset for autonomous driving Unresolved cited work
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4ecfa93-a11a-4dec-8cd0-44570a4885c8 · outbound
An interactive enhanced driving dataset for autonomous driving Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2e2c204-ae16-45cd-8140-7522418fc00d · outbound
An interactive enhanced driving dataset for autonomous driving Unresolved cited work
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb899551-d447-47ae-86b6-41e263f0e254 · outbound
An interactive enhanced driving dataset for autonomous driving Unresolved cited work
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb76058d-3d5b-47c8-9c24-468ef7956ff6 · outbound
An interactive enhanced driving dataset for autonomous driving INTERACTION Dataset: An INTERnational, Adversarial and Cooperative moTION Dataset in Interactive Driving Scenarios with Semantic Maps
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 712dfb46-1dc4-452d-849c-c32d03aacdd7 · outbound
An interactive enhanced driving dataset for autonomous driving SIND: A Drone Dataset at Signalized Intersection in China
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b820a23-01d4-4fd2-a2f7-cfcd4f3c7527 · outbound
An interactive enhanced driving dataset for autonomous driving Textual explanations for self-driving vehicles[C]//Proceedings of the European Conference on ComputerVision (ECCV)
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8b5d319-e3d9-491f-ab0b-cdac7c6f5e44 · outbound
An interactive enhanced driving dataset for autonomous driving Unresolved cited work
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05bd3a8d-f00d-4259-bf69-136624798303 · outbound
An interactive enhanced driving dataset for autonomous driving Unresolved cited work
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 607eaae8-6354-415a-9618-e1485a31f3ba · outbound
An interactive enhanced driving dataset for autonomous driving Unresolved cited work
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 185370b5-2771-482a-9a19-3223703e2be4 · outbound
An interactive enhanced driving dataset for autonomous driving Chain-of-thought prompting elicits reasoning in large language models[J]
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 624c840c-8a1e-4105-b78e-053479912634 · outbound
An interactive enhanced driving dataset for autonomous driving SURDS: Benchmarking Spatial Understanding and Reasoning in Driving Scenarios with Vision Language Models
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf88cfa6-ffb5-41e2-be72-78f8cca2a231 · outbound
An interactive enhanced driving dataset for autonomous driving Impromptu VLA: Open Weights and Open Data for Driving Vision-Language-Action Models
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b62394ff-9f21-44cb-8e1e-76cefce644b5 · outbound
An interactive enhanced driving dataset for autonomous driving Driveaction: A benchmark for exploring human-like driving decisionsinvlamodels[J].arXivpreprintarXiv:2506.05667,2025
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1b98c4a-5ced-4313-9048-1242273815ec · outbound
An interactive enhanced driving dataset for autonomous driving LLM-Driven Kernel Evolution:Automating Driver UpdatesinLinux[J].arXivpreprintarXiv:2511.18924,2025
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42e96adf-e3de-4b3a-932b-4faf347be58e · outbound
An interactive enhanced driving dataset for autonomous driving Extending Large Vision-Language Model for Diverse Interactive Tasks in Autonomous Driving
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f69e7ca-af5d-4061-8cdd-7512e1dee242 · outbound
An interactive enhanced driving dataset for autonomous driving LingoQA: Visual question answering for autonomous driving[C]//Proceedings of the European Conference on Computer Vision (ECCV).Milan,Italy:SpringerNatureSwitzerland,2025:252-269
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35497294-f679-4e21-96bf-1d8cd21cf00a · outbound
An interactive enhanced driving dataset for autonomous driving Unresolved cited work
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99bf386f-afc2-4ba9-bdfb-785899ed3c0d · outbound
An interactive enhanced driving dataset for autonomous driving Driving with LLMs: Fusing object-level vector modality for explainable autonomous driving[C]//Proceedings of the IEEE International Conference on Robotics and Automation (ICRA)
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f10ddd0-d92c-49bf-958d-1c5e8edd76aa · outbound
An interactive enhanced driving dataset for autonomous driving Unresolved cited work
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76da3b5a-5002-4798-8ed8-30782928a292 · outbound
An interactive enhanced driving dataset for autonomous driving Kimi K2.5: Visual Agentic Intelligence
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55b40da6-846c-44f4-a756-2de3ce14b5e3 · outbound
An interactive enhanced driving dataset for autonomous driving Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 750df653-1647-426d-80c6-070335e0b370 · outbound
An interactive enhanced driving dataset for autonomous driving Lora: Low-rank adaptation of large language models[J]
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.