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Paper Citation Record · LEDGER

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems

As of 17 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2507.05932.

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

pith.paper-citation-record.v1
2507.05932 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:20:32.777919Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

64 of 64 outbound references displayed

  • verified exact1
  • verified fuzzy27
  • unresolved36
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 88208b67-5fe2-4020-8833-d681e4f93605 · outbound

This paper cites Paden, M.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Paden, M

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:43.757895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:27.072107Z digest=sha256:b0359968649ac79db05462da3b6c54510b8ed05f8fc22e8151a58cb97c1e19a2

Observation ba626396-acb9-476f-a5cd-424c6d916153 · outbound

This paper cites Badue, R.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Badue, R

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:43.572233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:27.159150Z digest=sha256:ce8d93d786a0332db705c87d4cd9c5286ba25845fe2bd95f0a3a81b7efaea604

Observation 694af7d1-9fea-466f-ab88-8fe56d6b8edc · outbound

This paper cites Atherton, Incident 434: Sudden braking by tesla allegedly on self-driving mode caused multi-car pileup in tunnel, in: K.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Atherton, Incident 434: Sudden braking by tesla allegedly on self-driving mode caused multi-car pileup in tunnel, in: K

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:43.361865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:27.227174Z digest=sha256:fc6b5872da64391e54d77645da777e4706023bfe6c19c6202ca6527db482401a

Observation 277c4f2f-95f3-4a5d-b7d7-5557528985c8 · outbound

This paper cites Khemka, Incident 347: Waymo self-driving taxi behaved unexpectedly, driving away from support crew, in: K.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Khemka, Incident 347: Waymo self-driving taxi behaved unexpectedly, driving away from support crew, in: K

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:43.182549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:27.332717Z digest=sha256:3fc3b2bf7f99bf5d16d292c6ab9d7635dcd93e2696448aa3be803800707c74ea

Observation f9c60a17-143c-4bc4-967f-9318fe3fa7ec · outbound

This paper cites McGregor, Incident 4: Uber av killed pedestrian in arizona, in: S.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems McGregor, Incident 4: Uber av killed pedestrian in arizona, in: S

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:42.968098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:27.483214Z digest=sha256:89ba4969f2ce62928add19f94c45c9ff2d7539ad7205729d05d89e21f80f0c2a

Observation 7521a0bb-e852-4a1e-8b29-6ee113927e48 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:42.779624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:27.597443Z digest=sha256:a0e40c22827b5fb02dd93a4a2a2ec4195d1e68615aae74748e2cf1720b639a71

Observation cf5c0e5c-7aee-4c89-bc8e-7dce4747e705 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:42.617706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:27.663169Z digest=sha256:175fe952d7d608c5d5a70814b25dc0df2da67e468e1f4ab5bb521bc858f4117f

Observation f92d2c51-b4f9-462d-bd37-dd0f176229e0 · outbound

This paper cites Ben Abdessalem, S.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Ben Abdessalem, S

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:42.450774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:27.788435Z digest=sha256:d48e94c31540fb2a76c94c62e2a938797ab222ed848c23ced6aa94bc7417d360

Observation 55b27e55-6230-4dab-9b12-07296c5f548e · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:42.251161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:27.896037Z digest=sha256:288c919a1beb2e1438e0f6d00a1c669d4fee071557c8a33eea7ed9ef35e98edf

Observation 7b325e55-7c1d-46c6-8f83-5fc16b578e39 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:42.045032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:27.997941Z digest=sha256:cd390898fc8314b9ba8bff5b1b91fe9a06fe25a8b332beacc3496dfc063c2860

Observation 4dd89ff1-bf35-41c6-8153-1e00b7c195c5 · outbound

This paper cites Gladisch, T.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Gladisch, T

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:41.858346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:28.144030Z digest=sha256:15ee40b5e30324d3292a102f7cde718ea03f2571cfcfbc29dbb214d46a48560a

Observation e03821d1-2af4-4779-8f28-b7f8fe695447 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:41.674906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:28.303498Z digest=sha256:619e99d66fbbc7f6328a7512043801e8826bef2a89a76a7a76229647470bed09

Observation 7cf7ac62-87e5-4ff9-8a52-2ce3786b0076 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:41.477682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:28.418477Z digest=sha256:ccf681f5dd486ef74a84caeba1e4a2d8bf9b60d8e8abbc594508c1765d5cc0eb

Observation 12adab7d-23f6-4f5a-aa23-0f029a4e043d · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:41.269204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:28.573307Z digest=sha256:4412048f692537b7003f94c4ce2e1ba8342fec5ce0f9d4fd6377a8d2501c600a

Observation 25eaa133-80b2-4667-bb2a-46cc4ff55ddc · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:41.116053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:28.683442Z digest=sha256:e1c2685384d34b5df2eb919ee9aa84b79c07f56a0004649cf17c3a9ada427be0

Observation 3c7b9c5f-39b7-47ac-9378-2819e5da7f6a · outbound

This paper cites Gambi, M.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Gambi, M

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:40.884335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:28.814093Z digest=sha256:0b9a8f093c69286847433015f15064fba19f94f261b151ed6c5d7d8568f35ced

Observation 57f9a1b2-ed25-4bdc-9a7a-a86e0002efe2 · outbound

This paper cites Zhong, Z.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Zhong, Z

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:40.701700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:28.890801Z digest=sha256:d910c73940fff381ded6886fbc5bc3a92a6cbb216184768d689175b00f22248e

Observation c61be4f6-a06f-4438-b4e9-466c9891e65c · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:40.504169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:28.969427Z digest=sha256:f32e2334d256e0ce2662c9242482f53f258764f3bded01cadaf02884548f624f

Observation ed025bab-4650-47a7-8200-95855a5ef0af · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:40.306565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:29.091660Z digest=sha256:c815e99af5d56e4ab6b4f21665b630d90547c1440de90df8e054b7cd19be2889

Observation b3725e2c-928a-456a-8a91-dbfa4fbbd9a9 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:40.156992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:29.213698Z digest=sha256:9c37b3507ff9b67958f2bd0ea29f5f332308191592aa1b44732bc743a5a02013

Observation b5fe147a-9e14-4a30-8f49-9afec3c80697 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:39.999009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:29.326791Z digest=sha256:7c7d98af23d048f1760136705f2d6622ee2848cb206d4d0883ce89eb4ddad39d

Observation f32d6f01-8f8a-45d0-bc19-cef342ac0bf3 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:39.819475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:29.419939Z digest=sha256:d51e09bc4949af1853d092a132b4e9c23f13e524c548fdd4b2e22536010abc67

Observation aafb4ca9-205d-4ca0-8f42-a1be6c8ac2d7 · outbound

This paper cites Redmon, A.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Redmon, A

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:39.680437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:29.497578Z digest=sha256:9cb03fa845d57c24f9c12f53d1d7fc3c5accd71c04a7aaf6930b52a893046db4

Observation 424e78a8-1ec2-40df-9d80-6d679adfb9d0 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:39.495522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:29.607453Z digest=sha256:87abcf4953e2ff85a450c7597efd3fa2a28ce6e21320b55f5a4beaa0411ffaef

Observation 5b01cec1-f511-400e-bc10-ad3cc0c5b9b7 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:39.321053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:29.692864Z digest=sha256:f4b1e38272dda34c193a0af1fe25c175f7eaefe142ec6c767ef5d2278372d43c

Observation ec668920-b98b-4b3c-bec9-b9f32ee4c31c · outbound

This paper cites Lam, Incident 145: Tesla’s autopilot misidentified the moon as yellow stop light, in: S.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Lam, Incident 145: Tesla’s autopilot misidentified the moon as yellow stop light, in: S

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:39.154750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:29.794745Z digest=sha256:ecda54bd2a9b4f80eb4159535b21427c87546f0c0d2d38652f31866070bbc57f

Observation cba4892c-a776-459c-a5a2-8b85e3f5a553 · outbound

This paper cites McGregor (Ed.), AI Incident Database, Responsible AI Collaborative, 2014.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems McGregor (Ed.), AI Incident Database, Responsible AI Collaborative, 2014

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:39.000382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:29.916533Z digest=sha256:2c1db58387be7bdb5be71148681538fb0221f4970c12c37772286027974dfa1d

Observation 9772bc26-9285-4d53-98f9-9f81e80afc66 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:38.876808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:29.986410Z digest=sha256:1f0c88f591465af5dd3d9236348aed13407381f4268eb3c87d52bbad7367373b

Observation ad4ec294-beb4-4b54-94e3-bc5edebd6f02 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:38.730574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:30.114451Z digest=sha256:0d82bac0fbb098a8f5c2b78150bb1149946969205079aaf21e61c0b375197912

Observation 76b0ab3c-0bbd-41ae-9b79-013d6a1c6fb5 · outbound

This paper cites Segura, G.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Segura, G

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:38.620494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:30.166255Z digest=sha256:a0e7c4b407494aafe26f7b2747aedfa03e451f831a1f57f5462e180125a347e3

Observation 13f5e689-41cf-4a65-a712-7bbd7cfb5db5 · outbound

This paper cites Everingham, L.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Everingham, L

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:38.486442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:30.295327Z digest=sha256:b469729040909b1ba09b098d641772b3b10e49fdde4ccb45766f56462cc9be84

Observation 0180aa00-b35d-42e7-bb6c-080f890190bb · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:38.358796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:30.343338Z digest=sha256:e6a1aeaf248ee8630661bac6f66c78d586fa36b81e202b1f32ea66d069af2ef5

Observation cdfd49df-c9b2-4540-9a3c-e77171f3f780 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:38.216402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:30.448337Z digest=sha256:a9cd94261e27e517a19c330cd1a789b0a450ed46173601023f6dc9ddc6561376

Observation 64d6387a-a2ed-4d4d-a7e7-3da78a4141dc · outbound

This paper cites URL:https://www.adobe.com/ creativecloud/photography/discover/lens-flare.html.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems URL:https://www.adobe.com/ creativecloud/photography/discover/lens-flare.html

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:38.081141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:30.544388Z digest=sha256:27e2d05a4e7433afbb4dc179825b92b0299496540d111f8f73fbb72d6f6c6cba

Observation 22d2f947-f1ad-4eda-adcf-0ab3c23139a8 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:37.934358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:30.658684Z digest=sha256:cb2da442fd7a0eb6692a35435547d8d334802b0b87a5eaa3ba2d946480a29f3a

Observation 11d36022-5944-49f0-985a-6a4180bed3fc · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:37.726344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:30.715028Z digest=sha256:54d5987daf9c09120c178a576fec55d67a7fc100ac0672ed4d821f79efdbfddb

Observation 01588474-fc9a-4f88-9ff4-cbb8a072bf5d · outbound

This paper cites Behrendt, L.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Behrendt, L

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:37.556834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:30.795644Z digest=sha256:322116ca12aafb55840542405440b49a237f886a20e6872367cd5dd9c7c2db3d

Observation 5adc2de4-7d66-431f-9523-ea692b4b42ed · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:37.364190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:30.854949Z digest=sha256:36134766605c5a6aa30c362ea5b372e7d3aff35ec68f243420ffb9e50773c875

Observation 50146bde-ce77-453e-94c1-fbdb86989d26 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:37.167795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:30.973026Z digest=sha256:3adb2bb0f703cc4315b403b68fd21968a8cbae36aa1cbb93c0ff0aadf0875228

Observation 0d324e6b-5131-4bc4-8dba-761f4782f313 · outbound

This paper cites M¨ uller, K.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems M¨ uller, K

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:36.886942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:31.034003Z digest=sha256:32ee5d72a22732a46ca501786dfb9aa268622fc232943bd428e55a543ec83c04

Observation 68aab59a-0524-4c0e-b44d-a5412a3ec3c2 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:36.679848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:31.138398Z digest=sha256:6e9fb5d4a88487b57adb49dfc3453f5bf485a67dfc76e5b10dcaf280df205607

Observation cfd34690-9ffe-44f6-9f65-9f6ec1fef378 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:36.428705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:31.195468Z digest=sha256:aa1b0d69d62c4bd4d2088fb0996fb8ef7b6cf21229da9695f0edcca214018943

Observation b19c7ab6-5524-4c52-b8ff-8369f3042465 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T19:20:31.303682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:20:31.303682Z digest=sha256:904cb1284a33e87215b5d7d54118a1a976e02cb272ecfc491d2d41c11fccddd7

Observation c109a586-d299-4b61-9364-c98b14d58bfd · outbound

This paper cites Zhang, P.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Zhang, P

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:36.190145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:31.385535Z digest=sha256:eb186ac85ef2888df695cb37710e82f07d3e033b40bf24fa5cf2d63903a90458

Observation bee88dbe-16d6-476b-b57e-8bbaa242a9d3 · outbound

This paper cites Dalal, B.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Dalal, B

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:35.974586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:31.448404Z digest=sha256:3c269ba489573913d242ad1e28f99bbd9964d71138f998b257376d4aa054bf43

Observation 150a965d-bcf5-4f65-a706-0b725b589308 · outbound

This paper cites Knauss, J.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Knauss, J

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:35.720237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:31.553368Z digest=sha256:a7a5180af01bae685dc5955a83607a5a13c3592cee7daca01df5385e2e424816

Observation cf47c976-5e45-4159-aa14-4a5906c04b78 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:35.395992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:31.648072Z digest=sha256:e2cd7d9efdc490debb91e7f349730fe7cd5e52b83caed26206a280dddf6c021d

Observation 4fac9c1f-e7f2-4aaf-b878-f6a3c05a86b9 · outbound

This paper cites Tahir, R.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Tahir, R

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:35.195549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:31.708591Z digest=sha256:8387437b3cc0f421e7eea32f68ba2dbb80b4f507291076d1c80f1547352db54c

Observation 51141fbf-cf27-4191-9f70-f10fd521b3b8 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:35.036577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:31.803026Z digest=sha256:2963b1686165d80c7018f2ef99a6feea797dd0df4abf5523b7d89061bc126a4f

Observation d998946e-e23b-4f97-b0e6-0b18908e6f38 · outbound

This paper cites Zhang, Y.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Zhang, Y

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:34.856537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:31.890526Z digest=sha256:78dbde8d5529252880e8afcfdc5eb2954ce31d436b4fb0731386332195da1f4e

Observation 4f6d2251-1dd8-4d36-b28e-6af5d12ed90c · outbound

This paper cites Goodfellow, J.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Goodfellow, J

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:34.705216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:31.977731Z digest=sha256:465530876f3cabe97ca8b322229b26fe06d675ca58243cc53741e36599a22249

Observation aec5d82f-698b-49a5-9837-7bef92e99e01 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:34.586663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:32.079867Z digest=sha256:9b91a939cd097350d1f3f3f2654cb73cedbd16ba59df1e22df047bb893ceb1cf

Observation bf826b31-0543-4c8a-9e7e-a9b3b3609b05 · outbound

This paper cites Gambi, T.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Gambi, T

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:34.471621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:32.135489Z digest=sha256:cfa75400c2e32b5e735d73bce47bea4707cdc56fda8ea0877ffb08c6fe711ed0

Observation fb1b484e-ee8a-4674-a568-5b1c72be94ba · outbound

This paper cites Secci, A.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Secci, A

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:34.286975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:32.203951Z digest=sha256:bc1a5dacd637c26a14926b692a221fd038339bb3cf8058065da51ae298cd5eed

Observation a6953910-cde7-4d5d-b55b-2df68045b2b7 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:34.082987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:32.282453Z digest=sha256:2adcf13652deebb6f0d65a75643a5816c79539f418c7705bbe7af120a95a04b7

Observation 34774e29-ab29-4d2f-ad6c-f32c1b22df7c · outbound

This paper cites A Survey on Automated Driving System Testing: Landscapes and Trends.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems A Survey on Automated Driving System Testing: Landscapes and Trends

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:20:32.948433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:32.392393Z digest=sha256:98f1d7297d01ff76b4ca33fd99ec3a7d9b4a37deac31d6295a1eb716ecfba11f

Observation 6b531d30-f62b-4f87-a2a9-faba6277aaad · outbound

This paper cites Koopman, M.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Koopman, M

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:33.905945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:32.427885Z digest=sha256:e84779b54b7696ca75c5616d0d35cb89f1fc5dc376fe5d901aede844caf6802e

Observation 0de38129-612d-47d7-b311-47fcaffa8e68 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:33.717982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:32.465146Z digest=sha256:f226449f00510df4b40b939939053581e46f570578020cd3102d64c8b3a65976

Observation 2b9efc89-88f5-4a96-8b8a-1c7619484882 · outbound

This paper cites Dwarakanath, M.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Dwarakanath, M

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:20:33.599729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:32.541715Z digest=sha256:f5e0b5d5f3b758fce0d9165e85f2d38e5ee1a8d186a455cc4ee9857785327e9e

Observation caa46edf-ecf9-4068-aad7-cd0b264ddfd1 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:33.477330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:32.575772Z digest=sha256:21cb5da3f1b67f8ff5507bd2139fbd67b702ff748cc5ee160772acd575cc0a3d

Observation c03be60a-31b2-4589-bacd-280624a0a23b · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:33.386514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:32.637047Z digest=sha256:6ed17bc7d91b1f4690d9c8e75bec8766867a597030a0526139dc1d9f82d9222c

Observation 0c837c26-0424-4e6d-a8cd-4cbf49d01825 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:33.271609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:32.679507Z digest=sha256:74b173cd0c676894cfb570b1aa410efe6c3ec3ea2365ef5af6bb542d35eaf37a

Observation 2f6de4bf-2cd0-4981-9142-5474f666f091 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:33.186695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:32.721844Z digest=sha256:736292c4790fa6502bd4fe374c72855c115f61bc8fb2b00980b6cf8026a89835

Observation 68771ba2-2e6c-40c7-8e10-b6b56f70f2a5 · outbound

This paper cites an unresolved cited work.

TigAug: Data Augmentation for Testing Traffic Light Detection in Autonomous Driving Systems Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:20:33.075449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T19:20:32.777919Z digest=sha256:caca215e24d86756612389830e17d4d4c1ca9c7fb83dc84f554a792dc567b5bf

Pith citing papers

No inbound Pith citation observations are available.