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Paper Citation Record · LEDGER

On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2311.05332.

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

pith.paper-citation-record.v1
2311.05332 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T05:53:41.933246Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T22:08:30.434276Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 398903fe-ca28-4c50-9edd-63ae52592975 · inbound

A Survey on Multimodal Large Language Models cites this paper.

A Survey on Multimodal Large Language Models On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving

Reference 138

Resolution
verified exact
arxiv_id, observed 2026-05-16T02:56:41.903897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-16T02:56:41.658658Z digest=sha256:0341308bafa805a2457ba47f74c6c576fc766cb8bdc3a8ce87cdc05de26ea278

Observation ffe56faa-af66-4fa7-b29a-2f965c44f371 · inbound

V-RoAst: Visual Road Assessment. Can VLM be a Road Safety Assessor Using the iRAP Standard? cites this paper.

V-RoAst: Visual Road Assessment. Can VLM be a Road Safety Assessor Using the iRAP Standard? On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-23T22:08:30.440819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-23T22:06:02.270349Z digest=sha256:d4e72dc648e9008f28c6b9ee4ddb61577d3c485d22d8f003764388dc97194efe

Observation 5af5af93-feb9-46b4-9914-1c0d570da97d · inbound

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation cites this paper.

FixDrive: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-08T05:53:41.933246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T05:53:41.933246Z digest=sha256:fb9e6b1b9aae062c3942aaec946d31df7fef8ea70b5e2ea9b28e23864647ec63

Observation f0a4b25a-24d8-40e6-adf9-054af6396cbc · inbound

CoopReflect: Towards Natural Language Communication for Cooperative Autonomous Driving via Multi-Agent Learning cites this paper.

CoopReflect: Towards Natural Language Communication for Cooperative Autonomous Driving via Multi-Agent Learning On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T14:37:06.158951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:37:06.158951Z digest=sha256:41d0fd1914a4764ffb0e29b55b88366244cf4572581708c408cded02fe541cf1

Observation a36b3569-1bd7-498f-af0e-9760ead5a02f · inbound

ECCV 2024 W-CODA: 1st Workshop on Multimodal Perception and Comprehension of Corner Cases in Autonomous Driving cites this paper.

ECCV 2024 W-CODA: 1st Workshop on Multimodal Perception and Comprehension of Corner Cases in Autonomous Driving On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T20:47:52.258120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:47:52.258120Z digest=sha256:0e4ce52aaf7379e998b1f4647a1ab424000946fbc661da3f13c1760ed7cc0394

Observation ab119678-ae2b-4583-be42-ab3add7e1a52 · inbound

MoSE: Skill-by-Skill Mixture-of-Experts Learning for Embodied Autonomous Machines cites this paper.

MoSE: Skill-by-Skill Mixture-of-Experts Learning for Embodied Autonomous Machines On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T18:37:45.837334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:37:45.837334Z digest=sha256:d90f975bc456943a19537559476cf31d4f8b6e9f65f660797c0e2049dbac06e1

Observation 9b937d12-44ba-4735-83ef-71291794a3bc · inbound

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation cites this paper.

SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T12:43:13.858255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:43:13.858255Z digest=sha256:bf7b655961b5b7f7c8c30e12f5fc6dc3303f9c2bbb840f9017a3930e614e6a59

Observation 3c5af724-8f5f-401e-a93c-ba436aef2f56 · inbound

A Taxonomy of Programming Languages for Code Generation cites this paper.

A Taxonomy of Programming Languages for Code Generation On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-11T22:56:14.142079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-05-08T02:17:18.127674Z digest=sha256:485ac56c02d6c7262ee37842da498551dca7e7bfc108f8fb073f07c28787c917

Observation 7f97823f-4bd8-48f0-aaec-9b1c21057eed · inbound

A Comprehensive Study of Implementation Bugs in Multi-modal Agents cites this paper.

A Comprehensive Study of Implementation Bugs in Multi-modal Agents On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-11T10:41:33.954036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T10:41:33.954036Z digest=sha256:bcc60ca066a9c354bcdfe181ee296bb64b73251218c478dcabd8cee6e7173711