Paper Citation Record · LEDGER

Generative AI for Testing of Autonomous Driving Systems: A Survey

As of 9 August 2026, this Paper Citation Record lists 100 of 271 outbound references and 3 inbound Pith citation observations for arXiv:2508.19882.

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

pith.paper-citation-record.v1
2508.19882 v1

Coverage vector

measured 100 of 271 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:24:15.690562Z

measured 103 of 103 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T22:17:35.656527Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T14:53:07.061723Z

Reference resolution

100 of 271 outbound references displayed

verified exact5
verified fuzzy0
unresolved94
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 17c4c88b-408e-4112-b236-a83508f2b992 · outbound

This paper cites Generating Out-Of-Distribution Scenarios Using Language Models.

Generative AI for Testing of Autonomous Driving Systems: A Survey Generating Out-Of-Distribution Scenarios Using Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:09.157380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19489bbd-4bee-43fe-9e62-05ba64da5c5f · outbound

This paper cites O’Kelly, Alena Rodionova, and Rahul Mangharam.

Generative AI for Testing of Autonomous Driving Systems: A Survey O’Kelly, Alena Rodionova, and Rahul Mangharam

Reference 2

Resolution: verified exact; doi, observed 2026-08-05T15:24:16.741186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 66eee7b2-61fa-46f4-bb74-0a5ff7e3bbd3 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:09.322099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd9bed2e-844d-4f03-abc3-f25c31abb816 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:09.401776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 097f3616-9e27-4b39-963e-22017fe575f9 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:09.483410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2301a853-1434-4d3c-b8a3-666e7f2fc03a · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:09.584202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 378a46e7-2395-48dc-b64e-213a5b877826 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:09.709689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdc56131-d855-4b53-99c7-19de33ea24a7 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:09.777577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63e85a32-bdca-46f7-ba69-4819aabcbdb6 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:09.852199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ede591b7-2228-44c4-8483-ef650e65a397 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:09.937018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6999835-e87d-4e43-b3a5-24268224f0d8 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:10.016597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f861986-f672-4439-b112-6b5a41b384e4 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:10.092769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c43e1db-58d5-4e94-a43c-119742948b9e · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:10.173566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ed5f384-364a-411a-9975-1edd669dc970 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:10.252190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95ad15f8-ff82-496d-9e9f-c17ba55fe6bc · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:10.355003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e588d657-c44e-4808-a4d9-e80b53e3de36 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:10.444572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dde5732-eeca-4316-a31c-39554f4f786d · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:10.534252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f1ac097-538b-4c68-bf2b-6e084a5320e7 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:10.624797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9664b57-7e45-4246-9deb-598b49a0accb · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:10.743530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a93c4509-bde5-462c-826a-5e260c2f1234 · outbound

This paper cites End to End Learning for Self-Driving Cars.

Generative AI for Testing of Autonomous Driving Systems: A Survey End to End Learning for Self-Driving Cars

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:10.851276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30c3f905-b952-4c79-9283-0c556a6f4171 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Generative AI for Testing of Autonomous Driving Systems: A Survey On the Opportunities and Risks of Foundation Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:10.932803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7279977c-6ddc-4a22-bc46-c593a051465e · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:11.040997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab076edc-04b2-420b-b4f5-48d863bde208 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:11.122688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ae63d91-42eb-434b-84c3-4e5339e4ae10 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:11.235111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0ea9821-c759-4823-8538-f6acc08c70b3 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:11.344536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cca1fb50-2fbd-4576-a964-318a5ee10a93 · outbound

This paper cites Text2Scenario: Text-Driven Scenario Generation for Autonomous Driving Test.

Generative AI for Testing of Autonomous Driving Systems: A Survey Text2Scenario: Text-Driven Scenario Generation for Autonomous Driving Test

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:11.442270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d62ff1c-f623-445d-9c42-b7c2cd4313f8 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:11.544071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d87ec4b4-ae20-4f70-b1e2-2354752a7b89 · outbound

This paper cites A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT.

Generative AI for Testing of Autonomous Driving Systems: A Survey A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:11.648915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 642d03e4-2521-4873-a426-2dd63c232b07 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:11.725143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11166765-6056-4322-b619-2bd949c5f12d · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:11.824847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38b9f4be-d01e-4f9e-9882-90f66739000f · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:11.936751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d83983a-6538-4976-8519-ba7138823191 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:12.048744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62e28eb2-06da-4675-8624-2e08a4b6ec7f · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:12.178977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90787bc8-ee1b-426e-8244-b101741482bb · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:12.265655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e768abd-bdb5-43a3-82da-36ccb22646b0 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:12.407424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe83dfcd-4a3f-4cd8-9b60-1f2afebc5937 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:12.539372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 270f2bf8-35bf-4b7b-996f-b78b4d179643 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:12.643996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b6b4659-1dd9-4884-989c-98613ff14ffa · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:12.747806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6152d62-dc7f-4fa3-96b8-10e9695e1d6a · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 39

Resolution: verified exact; doi, observed 2026-08-05T15:24:16.717859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4681ad6c-5dca-4d5d-8235-8f5f94ae60b8 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:12.953863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f93d4a7d-4c04-4f95-b452-38fd4b9eff5d · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:13.026314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4da33517-39f4-4dae-a7bf-f81b55734296 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:13.163077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9826577c-8a24-488a-9b7d-996e399dfcc8 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:13.236985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b21934d-413b-4273-a35f-4ec00c2ca8b1 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:13.344339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8461a27b-4c59-4ce8-9919-2823271ad9ec · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:13.419767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f8af4e2-624b-419e-a6e3-e391a528369b · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Generative AI for Testing of Autonomous Driving Systems: A Survey DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:13.528139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0749d066-3a7f-49e6-b058-a88af3b27ec0 · outbound

This paper cites DeepSeek-V3 Technical Report.

Generative AI for Testing of Autonomous Driving Systems: A Survey DeepSeek-V3 Technical Report

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:13.636791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d4560f3-8dc6-466b-8e41-ca4ead5aeb2d · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:13.705820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b0d9d12-f95b-49a1-8918-baff517f1fb7 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:13.812564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2948ae4f-bf27-409c-9e41-a8644b3af8f6 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:13.914588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d05cbd1-5747-41f5-ad9d-97181d6b7bc5 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:14.010651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e02cd2ec-dbfb-4ed3-be83-f5047efcd401 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:14.108016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebccc4ce-2960-4b67-8ff5-c1e0fe5df97a · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:14.231284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49c54ad6-dcbb-4fd8-9a30-3f63a36814ce · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:14.359964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23ac8897-1b77-4759-9277-de23d9d22c4f · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:14.469676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a03fbb62-ea7c-452e-8d5f-87e5b10e6578 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:14.571284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27583857-c3fe-4bd0-a2e6-ac1f565e6537 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Generative AI for Testing of Autonomous Driving Systems: A Survey An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:14.686668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 797b661d-a48a-475c-beb0-b3de370633b4 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:14.790152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7dfb61c-2a1b-495e-a043-1116b100866f · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:14.902151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2601e112-30c2-4723-8732-ea845301691d · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:15.001783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62712c53-fd08-489b-b57a-bbb72e5e17f0 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:15.071904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88a891ee-14e7-4f5d-822c-5b0c608bb929 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:15.160543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2188f186-b1c5-4053-8544-8211216f4f3d · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 63

Resolution: verified exact; doi, observed 2026-08-05T15:24:16.683711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e9d85686-938f-42cd-882f-81bf63b98d42 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:15.395282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dd81626-ee89-4c63-8d68-ce93b547b103 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:15.465161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da2260ab-404a-442f-972e-19ad270fcb80 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 67

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Observation 04eab993-31c5-4d57-afde-dce11b68e4d7 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 68

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Observation 6f001408-2905-4317-b9c5-98841206d1ac · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 69

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Observation 3adccb5e-433e-4179-895c-26300fee84ac · outbound

This paper cites A Survey for Foundation Models in Autonomous Driving.

Generative AI for Testing of Autonomous Driving Systems: A Survey A Survey for Foundation Models in Autonomous Driving

Reference 70

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Observation c7c0bd38-964c-4e60-a550-df245d027239 · outbound

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Generative AI for Testing of Autonomous Driving Systems: A Survey From Words to Collisions: LLM-Guided Evaluation and Adversarial Generation of Safety-Critical Driving Scenarios

Reference 71

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Observation b2d8fb94-49de-473c-ba01-479b5328050e · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 72

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b817f66-9d52-4373-b17a-02b90c347a43 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 73

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Source-reported events for the cited work

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Observation 286d7a9f-8a28-436d-9657-58782b3a731f · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 74

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Observation d2ff83df-1739-454f-95eb-525ef85ce062 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 75

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Observation a0249523-3429-457b-b61d-7990da648697 · outbound

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Generative AI for Testing of Autonomous Driving Systems: A Survey Latent Variable Sequential Set Transformers For Joint Multi-Agent Motion Prediction

Reference 76

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Observation 19531061-11cc-49ef-9022-74fc99baec52 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 77

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Observation 4ea066cf-7dd9-4435-b547-d025025c55a2 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 78

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Source-reported events for the cited work

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Observation 8861a52f-ed09-439b-8ece-8053cb1b76bd · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 79

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Source-reported events for the cited work

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Observation c25aab3c-0a73-4afa-8527-822a42084c72 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 80

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Source-reported events for the cited work

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Observation b7fc84c2-918c-445c-ab80-1e0aa08b838c · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:15.596225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c31e527a-8a5d-4e55-b92c-396a02a78f54 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:15.601412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41c0d2cb-1785-462d-888d-f5f1e76cd409 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:15.605703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4935fe95-ff8d-416c-bb6f-062ac3068d5e · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 84

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Source-reported events for the cited work

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Observation aca475b8-324a-440b-9fb0-9faeffd7c27f · outbound

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Generative AI for Testing of Autonomous Driving Systems: A Survey SceneDM: Scene-level Multi-agent Trajectory Generation with Consistent Diffusion Models

Reference 85

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Observation de76a6ec-7911-4ac7-b2e8-d8434276d34b · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:15.621575Z

Source-reported events for the cited work

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Observation 54fb300b-c6fc-4d07-8472-02fa4ff1a094 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:15.627139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33983c32-bffe-4689-bd16-d02e2ddd6981 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:15.631606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02ddc06f-bf90-4526-842c-e9b51d570626 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 89

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Observation 2373f02c-2ffd-4308-9c16-7809d7967435 · outbound

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Generative AI for Testing of Autonomous Driving Systems: A Survey midjourney

Reference 90

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Source-reported events for the cited work

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Observation 8e7532dd-36ba-41ae-bf94-2806f64199ce · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 91

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Source-reported events for the cited work

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Observation 73ba335d-4abf-4d9d-af8b-30df6015cd13 · outbound

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Generative AI for Testing of Autonomous Driving Systems: A Survey Imagen Video: High Definition Video Generation with Diffusion Models

Reference 92

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Source-reported events for the cited work

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Observation 00ba8f94-e156-4ac8-ba11-c6b7f15aeb28 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 93

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Source-reported events for the cited work

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Observation 96dd3d3b-6fe2-4f11-bb70-25d60d49a6d1 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 94

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b689f9d-503a-4001-99a7-1634410a7176 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:15.663329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7aac8cb-33b0-4a3d-871f-a81eac008151 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 96

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 506a727d-9bf7-498f-8304-70aa52068164 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 97

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3bc9751-0ed6-41ec-824b-998014de79be · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 98

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d947a87-0943-4d3a-afb9-8ab13870dbf4 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 99

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 245db51a-6067-4ce6-92e5-e101f95978f7 · outbound

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Generative AI for Testing of Autonomous Driving Systems: A Survey GPT-4o System Card

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:15.685608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d55be9d-324a-47e5-b788-6039c55b9d68 · outbound

This paper cites an unresolved cited work.

Generative AI for Testing of Autonomous Driving Systems: A Survey Unresolved cited work

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-05T15:24:15.690562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 8093c16f-a5e9-4c16-b87f-da29d0890ad1 · inbound

Search-Based Software Engineering and AI Foundation Models: Current Landscape and Future Roadmap cites this paper.

Search-Based Software Engineering and AI Foundation Models: Current Landscape and Future Roadmap Generative AI for Testing of Autonomous Driving Systems: A Survey

Reference 186

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Observation 3a330633-9cb3-4d45-9114-8fc764bcbf92 · inbound

From Research to Practice: An Interactive Rapid Review of Autonomous Driving System Testing in Industry cites this paper.

From Research to Practice: An Interactive Rapid Review of Autonomous Driving System Testing in Industry Generative AI for Testing of Autonomous Driving Systems: A Survey

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:01:21.912857Z

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Observation 790de83a-2dfb-4855-871a-d736597eeeb6 · inbound

In the Driver's Seat: A Multi-Company Study on the Reality of Autonomous Driving System Testing cites this paper.

In the Driver's Seat: A Multi-Company Study on the Reality of Autonomous Driving System Testing Generative AI for Testing of Autonomous Driving Systems: A Survey

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T22:17:35.656527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.