Paper Citation Record · LEDGER

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation

As of 19 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 2 inbound Pith citation observations for arXiv:2507.12755.

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

pith.paper-citation-record.v1
2507.12755 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:45:57.397819Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T04:41:50.605769Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T15:26:08.256924Z

Reference resolution

53 of 53 outbound references displayed

verified exact0
verified fuzzy9
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e215cba2-8a02-46a8-bb79-69a4b00ed252 · outbound

This paper cites and Ding, S.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation and Ding, S

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:46:04.534591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7fd555f0-01eb-4285-bdac-2e07f9e96e73 · outbound

This paper cites GPT-4 Technical Report.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T16:45:52.038533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8983f8ea-4090-4830-b0a1-ac971d790b18 · outbound

This paper cites K., Mohammed, M.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation K., Mohammed, M

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:46:04.378262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e44380ea-4ab9-4986-9ff0-0eb32f6c4e64 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:04.191342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dc2eef83-f30a-4fa2-b73f-164a6f1f65ee · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:04.062881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 30fc43b0-6118-4836-ada9-9bc15fb1a4b7 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:03.949077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2dabbef5-d284-4cf7-96f5-354696e6b43c · outbound

This paper cites H., Peng, W., and Xu, W.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation H., Peng, W., and Xu, W

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:46:03.797899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 47cd95ca-9e1f-4717-986b-87f137033153 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:03.669225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 733fccd5-d9d9-4831-97d4-68fd3a78b29a · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:03.558334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4c6c9911-dac1-4a50-afb7-f55aa97e86f5 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:03.453272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d376c071-7180-463e-a5ce-515ffe8ab87a · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:03.339147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 79b187a8-9199-4009-a58e-57e7211c6362 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:03.197610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 96b359a4-5d99-4d85-83ab-0b0778f3110f · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:03.052788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 53b50a87-1910-48af-86c7-eda70be10f5e · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:02.920547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a35f943f-bd85-4950-a742-868eb8a0c62c · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:02.793118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1e099080-05e3-4452-b42e-fab37966d162 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:02.668544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 272f4098-5942-4b82-9a53-62a352241a44 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:02.529784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4d55d69f-1bf8-46bb-ae03-87832b9a5959 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:02.375657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b8182756-c225-4b49-95dc-cc168803365b · outbound

This paper cites M., Li, Y., Qin, R., and Yin, Z.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation M., Li, Y., Qin, R., and Yin, Z

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:46:02.242526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 43ace32b-3531-4fa5-b467-513f7c7cbd3f · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:01.974027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 63bdcb58-4676-4551-8249-60461f571b0c · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:01.825534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5ee16b40-8c60-4821-a7ef-1f0cacc72c09 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:01.675574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d90a3ccb-f659-4bbf-9415-a22abab7269d · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:01.569457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3fc0f9cf-fbec-4e52-aa7b-43702e2db1b8 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:01.417563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b53214f3-1e69-4271-8e8b-d3013f6fe5dc · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:01.250611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 08253c73-90fc-4ac8-808e-1fd116fe1353 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:01.116870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d29d3481-ba6d-4b8f-b19e-f217ce72f344 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:00.955033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 396d7f36-b9b5-4029-a2f4-1afd2b36fbc1 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:00.780718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 44aa3bbf-f43c-4eda-b945-9ca2728a2764 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:00.642253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 07296ebf-c317-40fe-8f48-fb9a45e3694d · outbound

This paper cites K., Vecchietti, L.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation K., Vecchietti, L

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:46:00.501984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7ac12c00-9bbd-4e4a-8fe2-eda70db61762 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:46:00.316807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b6e937ff-97f6-4784-a01d-52ff54ee3096 · outbound

This paper cites B., Taghipour, H., Derrible, S., and Mohammadian, A.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation B., Taghipour, H., Derrible, S., and Mohammadian, A

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:46:00.162224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ee4e7fa6-0dff-4e37-af70-a733ec0eb59e · outbound

This paper cites W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., et al.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., et al

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:46:00.001757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6910642e-1930-429c-ba67-b51b0be712c4 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T16:45:55.714403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff6b0c8f-ee38-49ed-af89-eefca3e6b66a · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T16:45:55.801239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22326f37-e7ad-4354-a5d7-edb5c1a0f5c4 · outbound

This paper cites and Zisserman, A.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation and Zisserman, A

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:45:59.834808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7ee21635-be8f-42c9-a42b-966fdfb9ca9e · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:45:59.688529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c9baf20a-f8fa-4f23-886c-99b364534cdf · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:45:59.502032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5474fb47-5d5d-43d1-b5b3-39219f3b2721 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:45:59.306020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1e437dad-96a6-452e-9b54-4897029d21f2 · outbound

This paper cites N., Kaiser, ., and Polosukhin, I.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation N., Kaiser, ., and Polosukhin, I

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80908a1c-0f18-4b08-aae8-96ee15adad99 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:45:59.123345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2c3cebd5-54f8-4274-b70b-252e3c1a8a88 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:45:58.971126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ef5582b1-5295-4498-a974-c096e0b5f5ec · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:45:58.803587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f0d34379-d695-4098-81bb-65ce19758f94 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:45:58.636110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8bbafc3a-c327-4625-8580-f957e478d033 · outbound

This paper cites J., and Atkins, E.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation J., and Atkins, E

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:45:58.427218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 74ec1c90-4e02-4377-abd4-6f76e38788cf · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:45:58.238365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bf49d55c-3b45-42c7-896b-b1f9dbbc79cd · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:45:57.991783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5b84e4bb-59a2-445b-9e45-a0700095e7e7 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:45:57.788240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7fecc64b-1d59-4c7c-9aa8-12589220b431 · outbound

This paper cites Long-CLIP: Unlocking the Long-Text Capability of CLIP.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Long-CLIP: Unlocking the Long-Text Capability of CLIP

Reference 49

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4352e9fe-541d-4f57-9e5f-3e04d29361c0 · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:45:57.649818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a39ec07e-3415-45f7-856f-2081f63ba42a · outbound

This paper cites an unresolved cited work.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T16:45:57.245162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a7a6b35-3bb4-46be-88c1-e6c1805ffcfc · outbound

This paper cites GPT-4V as Traffic Assistant: An In-depth Look at Vision Language Model on Complex Traffic Events.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation GPT-4V as Traffic Assistant: An In-depth Look at Vision Language Model on Complex Traffic Events

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T16:45:57.309457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2102870f-eacd-4a57-9fcb-49ab89ce59af · outbound

This paper cites write newline.

Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation write newline

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T16:45:57.397819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5fccca45-85df-42e0-9a64-c1049d1eec54 · inbound

Learning from the Unseen: Generative Data Augmentation for Geometric-Semantic Accident Anticipation cites this paper.

Learning from the Unseen: Generative Data Augmentation for Geometric-Semantic Accident Anticipation Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:26:08.263159Z

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Observation 006aa99a-cf02-45f7-b419-507547d34e31 · inbound

CARA: Concept-Aware Risk Attention for Interpretable Collision Anticipation cites this paper.

CARA: Concept-Aware Risk Attention for Interpretable Collision Anticipation Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T04:41:50.605769Z

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