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Paper Citation Record · LEDGER

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving

As of 18 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2506.14100.

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

pith.paper-citation-record.v1
2506.14100 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:57:27.621248Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

52 of 52 outbound references displayed

  • verified exact7
  • verified fuzzy1
  • unresolved43
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7c8591e4-5a86-4514-979b-16556687b215 · outbound

This paper cites Alnaser, Arman Sargolzaei, and Mustafa Ilhan Akbaş.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Alnaser, Arman Sargolzaei, and Mustafa Ilhan Akbaş

Reference 1

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T19:57:27.400783Z digest=sha256:ce0303d837df8b6aae1dc272512cabc018d9ba6e79c58a0891985f09d241746c

Observation f7f4bbb1-b203-4fab-a134-36954c18a6e4 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T19:57:27.405339Z digest=sha256:51a169ae46a503772f1ff01739714d9c378bb5e35135177086bbb2f6924d84a7

Observation d9027ade-1a04-441d-9529-6c650ed60bc5 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 3

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T19:57:27.409175Z digest=sha256:0ca7e43108c0eff75d5a98ebc8c3720d1ce098caa3a804759df9c61594604524

Observation f536d5fc-3ec1-4f11-b591-8e795af19a3b · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T19:57:27.413102Z digest=sha256:e4f9c567f8290ad367e8d2a6ec1ba1367d26c1d7a64170ae3f4ea610968dd038

Observation 6293767d-2128-4033-b568-c23a3ee52d7d · outbound

This paper cites (In)stability of black holes in the 4D Einstein-Gauss-Bonnet and Einstein-Lovelock gravities.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving (In)stability of black holes in the 4D Einstein-Gauss-Bonnet and Einstein-Lovelock gravities

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:57:27.418027Z digest=sha256:ed010c71cd25f90b02ee9f448be3acc718e47e07e9d85b1d164b38259cf7a17d

Observation 0dab7f86-083b-434b-a98b-1b60245d8717 · outbound

This paper cites NuPlan: A closed-loop ML-based planning benchmark for autonomous vehicles.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving NuPlan: A closed-loop ML-based planning benchmark for autonomous vehicles

Reference 6

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source=pdf_text observed=2026-08-15T19:57:27.422487Z digest=sha256:b6121c3c8852dce7e988f946c309d74459d03794bdc63c6b439dfc960219e219

Observation 06189a46-bef8-4d6b-ac42-b57df1ba1047 · outbound

This paper cites Argoverse: 3D Tracking and Forecasting with Rich Maps.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Argoverse: 3D Tracking and Forecasting with Rich Maps

Reference 7

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T19:57:27.427364Z digest=sha256:cfa36c92420f4c50470f0ab086ba1387c9a028f5d2b3c36f40c97a923c7c3efe

Observation 48a7169e-2295-4da7-8f8e-3068a18f54bd · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 8

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source=pdf_text observed=2026-08-15T19:57:27.431618Z digest=sha256:a3b2e61f0af592b641dc8f504aba29243165011d62b170b0e26d3504b7381f33

Observation 4389f5d2-4f3d-44fb-b400-6fa97ca3e6ca · outbound

This paper cites Language-Guided 3D Object Detection in Point Cloud for Autonomous Driving.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Language-Guided 3D Object Detection in Point Cloud for Autonomous Driving

Reference 10

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source=pdf_text observed=2026-08-15T19:57:27.439293Z digest=sha256:7fb66b52ee11229b9f74c2b5a82cdd223eea9deafc1fcca7c2cbffbede8bdd11

Observation e8229165-960d-42bc-aa74-60a9e6c48743 · outbound

This paper cites Chidhambararajan, Aman Rangapur, S.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Chidhambararajan, Aman Rangapur, S

Reference 11

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doi, observed 2026-08-15T19:57:27.691451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T19:57:27.443501Z digest=sha256:a9ba12259806f196e5699ebbc776190c33a3bedc395eb47a28b4da45a451dede

Observation 06a0e2b7-7b7c-4aec-9890-2ef0fb139204 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T19:57:27.447438Z digest=sha256:15556280002a9721e3ee5383e3ba8d76b1765a511c0055ce664d8a16820d3014

Observation 6aad0c25-bd7d-4b60-8775-041cbfde5152 · outbound

This paper cites Personalized Autonomous Driving with Large Language Models: Field Experiments.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Personalized Autonomous Driving with Large Language Models: Field Experiments

Reference 14

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source=pdf_text observed=2026-08-15T19:57:27.456481Z digest=sha256:5bc2fc2d706fcdc6785d07bc8d72a06e2794994303ff221c99f88c5f061a130e

Observation 8e991ec7-962a-40bd-965c-c8759bd7b0e2 · outbound

This paper cites On-Board Vision-Language Models for Personalized Autonomous Vehicle Motion Control: System Design and Real-World Validation.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving On-Board Vision-Language Models for Personalized Autonomous Vehicle Motion Control: System Design and Real-World Validation

Reference 15

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source=pdf_text observed=2026-08-15T19:57:27.460446Z digest=sha256:3e0011f87abea7e4dbf4481d2cb0f04de4a8e9e65168e0f423d97807be2d206e

Observation f207f273-2a20-44df-ba53-16d4bf67de4c · outbound

This paper cites CARLA: An Open Urban Driving Simulator.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving CARLA: An Open Urban Driving Simulator

Reference 16

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source=pdf_text observed=2026-08-15T19:57:27.464360Z digest=sha256:5f1ad29cdb72d6292082a7f08f05e0fdae9a68a5d3f7d52b2acd5c93d4dc9c13

Observation adad0e73-58b5-43fe-84fa-3007d0e15b43 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T19:57:27.468223Z digest=sha256:eacdc415f66da330eccfa3defc686e7329457b77b0e2d424e70f5ea82a49bb23

Observation 3850ff52-acf7-43e1-aeb7-ce3ede3da27d · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T19:57:27.471848Z digest=sha256:45261ddb6447cb66bd45663d9f865ad4999992da7fd4e1bd5daae1ca126a844d

Observation 8271870b-eca5-4519-97ee-5877f59c9813 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 19

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source=pdf_text observed=2026-08-15T19:57:27.475443Z digest=sha256:f6805d114aa4e72c4c50667a12ef40a47518b7199375f53f78cde7b27c3665c2

Observation 791c685e-b7d3-4b9a-aee0-96656be51b00 · outbound

This paper cites Anchor-based Robust Finetuning of Vision-Language Models.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Anchor-based Robust Finetuning of Vision-Language Models

Reference 20

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local_arxiv, observed 2026-08-15T19:57:28.681936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T19:57:27.479864Z digest=sha256:2d2602881e71588829a37fff0c722800edb1228dfd7c32f540756d9601780a73

Observation d0748db8-7e81-4004-8681-f9dcaf9dd4f4 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-15T19:57:27.484372Z digest=sha256:4ef6e19040e30286f2cfd26db12ed4fe2c62838bde584276dcdd5c167ba22beb

Observation 3f745491-5906-4126-be3c-9b5ea28d0853 · outbound

This paper cites Madhava Krishna, and Vineet Gandhi.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Madhava Krishna, and Vineet Gandhi

Reference 22

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source=pdf_text observed=2026-08-15T19:57:27.488066Z digest=sha256:a99195703606413633b80c5111d4eb5f2973462f44500554ae0684418fb94188

Observation f25d2518-3b26-4cea-8015-7869d4b178b6 · outbound

This paper cites EDGAR: An Autonomous Driving Research Platform -- From Feature Development to Real-World Application.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving EDGAR: An Autonomous Driving Research Platform -- From Feature Development to Real-World Application

Reference 23

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source=pdf_text observed=2026-08-15T19:57:27.491993Z digest=sha256:094ab19e5076f27a1757e413cc30b6bdc560fb3bed569d97d1f4dcd4e04491f7

Observation f655e2ab-29e6-4e3a-8c71-af7f6969e7a8 · outbound

This paper cites Towards learning-based planning:The nuPlan benchmark for real-world autonomous driving.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Towards learning-based planning:The nuPlan benchmark for real-world autonomous driving

Reference 24

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source=pdf_text observed=2026-08-15T19:57:27.496072Z digest=sha256:c2df2282f764ab9b685aaf85365b1e4a148a5e5d8109d5c34b3bb6c3bf0f1931

Observation adac6585-2d8d-47ed-99c4-34b8ab00cd81 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 25

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source=pdf_text observed=2026-08-15T19:57:27.500047Z digest=sha256:9783084172131085d000e5cc6058a36b7006073bfb65e3c818e6dd7ca47b7fc8

Observation dd7cf440-03ba-4c9d-b9e7-9c61f382c171 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 27

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T19:57:27.507538Z digest=sha256:9e1aa0eee1b29584b3a0ebf40d39172c8ad8b2f6f43a4f9d1d069ade24030a38

Observation d1783c62-e8cb-433b-a113-875e861ef66b · outbound

This paper cites Tian, and Panos D.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Tian, and Panos D

Reference 28

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doi, observed 2026-08-15T19:57:27.680284Z

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source=pdf_text observed=2026-08-15T19:57:27.511375Z digest=sha256:ccd914e6b0fa5b7dd7cbec672f73e1581f0a6cba4cc49f709b6bddd9bd7f1e35

Observation ccfc1c5f-e80d-4838-8845-f6b84c8bd29e · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 29

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source=pdf_text observed=2026-08-15T19:57:27.515688Z digest=sha256:180cbbd9ecf99f712dce3bab65762a21b42fe1100acb5a9736a01554487e2759

Observation 2b580602-0215-4999-b077-cf5f90585227 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 30

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source=pdf_text observed=2026-08-15T19:57:27.519200Z digest=sha256:1ac7378a253b2a5aea06904c1dd10974848c13f592f994d3b40bf8acf2f0c525

Observation ec5c784c-6740-42c8-9bdc-852c3a094006 · outbound

This paper cites A Review of Full-Sized Autonomous Racing Vehicle Sensor Architecture.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving A Review of Full-Sized Autonomous Racing Vehicle Sensor Architecture

Reference 31

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local_arxiv, observed 2026-08-15T19:57:28.275114Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T19:57:27.522913Z digest=sha256:bbf6d59bfde7e9f6763313e1a7fef4b35d00c05f1284d6122ba794eb2b840ac7

Observation 68efcfc4-05b8-4904-82c6-a3f7b1e0f7bf · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 32

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T19:57:27.526991Z digest=sha256:3511e49083bcb92657b150b2a7daa83dba6e50c859b2e9f4ec10f74478e02748

Observation c97a2e97-5355-42a4-8b37-b5363db8df6c · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T19:57:27.530588Z digest=sha256:b7d818adfca3f0cec60b9ff222ab274e8e139e349268d4aa64f7ba59ad1b91fe

Observation 90794f0e-a070-4d0d-89fa-3fc9ce17f391 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T19:57:27.534371Z digest=sha256:be488cb56ccdaadab346b54b126d0450065a633be20c5de53a217b5dce4a5439

Observation ed2f9196-24de-420d-9e20-895462fded3d · outbound

This paper cites ALT-Pilot: Autonomous navigation with Language augmented Topometric maps.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving ALT-Pilot: Autonomous navigation with Language augmented Topometric maps

Reference 35

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source=pdf_text observed=2026-08-15T19:57:27.538948Z digest=sha256:0d8b43d789ad4e22730d4d11885354ed27dbd7b71fe79977845f5afdd976dc6b

Observation 6b74cc99-a911-42fc-a179-ed9fed9e4f10 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 36

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T19:57:27.543443Z digest=sha256:1625af8fcd720028042c58417bf0e2bc1c81210f12ebd54580a21115c436c027

Observation 44bba9d2-7bd9-47dc-9b8f-69d57183d3ac · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 37

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:57:27.547476Z digest=sha256:2246d0ccdfd20aba960e78ceea249c00d5a2da8bfebe891f9b6c7eb6c99e3ffa

Observation ec1152e1-6800-49da-ab5c-5ca527f00401 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 38

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raw_fallback, observed 2026-08-15T19:57:28.109849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T19:57:27.551480Z digest=sha256:1793470150c613e8423469fe0fd3c2249503df1de5d55444e507393e74d977c6

Observation cba5dc58-839e-49f6-9fe6-679aaed924e2 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 39

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:57:27.555423Z digest=sha256:03bb6697fd6b44f63e3a93669504709ea74ace92a988267cbe43bc9facf25392

Observation d282c9eb-ad26-4cca-aacc-14dd8ccf23be · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 40

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T19:57:29.078436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T19:57:27.559191Z digest=sha256:c6f4210a3a43ae086a81652b42fb01da111f80880cdc621117095fe480ad9bfb

Observation a5086485-e89d-4221-af0f-663d1e4fd7cd · outbound

This paper cites Ng, et al.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Ng, et al

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:57:29.068142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T19:57:27.562858Z digest=sha256:deb17519415bb7d3f11220a9c97ae7888c39fa3e342f47556eab29234ca857a1

Observation db2b33fb-ee17-4ef1-a2fe-033c290df196 · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Learning Transferable Visual Models From Natural Language Supervision

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T19:57:27.567395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:57:27.567395Z digest=sha256:7bdf73b6bf178bf652502a8474811d1a2e85f1f723294f854b0ceeef599c1dd9

Observation 0b7e92f7-d5cc-406d-aa49-3a784f505f4f · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T19:57:27.571613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:57:27.571613Z digest=sha256:a7c2ee20f0a60138720e4fcb085b5a1011e5086776a978547d0054413ff68a3c

Observation 747b9bbe-9671-4791-9e79-459f6dbd1628 · outbound

This paper cites LanguageMPC: Large Language Models as Decision Makers for Autonomous Driving.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving LanguageMPC: Large Language Models as Decision Makers for Autonomous Driving

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T19:57:27.575471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:57:27.575471Z digest=sha256:20f0a1bdcd7e76e244d99265b47fd27bbc2f493ee70334b59865f81987341ec2

Observation ffc42f57-a7d9-4ba2-bbb0-c20b32aa7222 · outbound

This paper cites 2018.AirSim: High-Fidelity Visual and Physical Simulation for Autonomous Vehicles.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving 2018.AirSim: High-Fidelity Visual and Physical Simulation for Autonomous Vehicles

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T19:57:27.579713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:57:27.579713Z digest=sha256:0bb421f087302fef6e5991d15781e2d4286e863a114e678f6b595142791693fa

Observation 5a9e784e-45c5-4ccb-8334-f37dbe4adee2 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T19:57:27.583477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:57:27.583477Z digest=sha256:c2c4c8d502b753754163e25baba34f315eb7f4657f9cef356be5a0d90d7c2f55

Observation ac0ee4a6-5043-4cfe-aedb-af1bfe92471c · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T19:57:27.586813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:57:27.586813Z digest=sha256:09cedbfff78d11675c4659f4d562fcae164013bec20b1376ebb06710005bfb71

Observation 99a4256e-981f-4e05-9ccf-93c630ed43ed · outbound

This paper cites DriveVLM: The Convergence of Autonomous Driving and Large Vision-Language Models.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving DriveVLM: The Convergence of Autonomous Driving and Large Vision-Language Models

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T19:57:27.591159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:57:27.591159Z digest=sha256:37c253baa926cc69be5f25f5bd4b40c78d0a5ae1a00a7f0862783c322a41f765

Observation 6dc19070-0191-496b-90df-5ec5db7509db · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-15T19:57:27.595370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:57:27.595370Z digest=sha256:5c4c6acffa16875473018359e6144408f3d9adddeb6ae398f9be0408db339b50

Observation f7a6d673-e7da-4f05-ae8a-5b3f822adbb6 · outbound

This paper cites Language Prompt for Autonomous Driving.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Language Prompt for Autonomous Driving

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T19:57:27.598990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:57:27.598990Z digest=sha256:c974d861b668127fbc97f1eefb7ebdb82ed96d43599cf185630f77c242a7e2f9

Observation 6440b5cb-f13d-4197-b24c-5fd3d2282ef4 · outbound

This paper cites VLM-AD: End-to-End Autonomous Driving through Vision-Language Model Supervision.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving VLM-AD: End-to-End Autonomous Driving through Vision-Language Model Supervision

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-15T19:57:27.603101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:57:27.603101Z digest=sha256:7576e56a9d188ea6b78806af82edca5a607244458ae9c7abe1d2d713f36a22c6

Observation 03228438-55c1-4d45-b405-0dea83082392 · outbound

This paper cites Wong, Zhenguo Li, and Hengshuang Zhao.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Wong, Zhenguo Li, and Hengshuang Zhao

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T19:57:27.608374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:57:27.608374Z digest=sha256:adf57328c3d0c460eea1e2d29aca13bbae8d95f1cdc2fd5a52c7186989b15925

Observation f77f23c2-de40-4c47-bbd5-ccb215bf57c6 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 53

Resolution
verified exact
doi, observed 2026-08-15T19:57:27.654852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T19:57:27.613351Z digest=sha256:741bd1e0efa52b9c5607f0d46deaa75b1bee63117e724d1de98b64d46b02d0cd

Observation 65a6e649-660a-4265-9ef6-fc67fa6618b9 · outbound

This paper cites an unresolved cited work.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-15T19:57:27.617120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:57:27.617120Z digest=sha256:bc7cfe751c2606d2016784dc737ee983505ca47734880b1c78513a6a0cf415fe

Observation 7c1398c7-fcb9-4f34-a216-b64d000f9d14 · outbound

This paper cites Poskitt, Yang Liu, and Zijiang Yang.

A Hierarchical Test Platform for Vision Language Model (VLM)-Integrated Real-World Autonomous Driving Poskitt, Yang Liu, and Zijiang Yang

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-15T19:57:27.621248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:57:27.621248Z digest=sha256:c74caf16862835da6d3848ffc0b58474451f734ee35554ba296cf7328ff77775

Pith citing papers

No inbound Pith citation observations are available.