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Paper Citation Record · LEDGER

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix

As of 17 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2505.08228.

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

pith.paper-citation-record.v1
2505.08228 v2

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:03:31.897508Z

measured 19 of 19 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

19 of 19 outbound references displayed

  • verified exact0
  • verified fuzzy9
  • unresolved9
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ece5cb6a-fbe6-44c1-910a-b921384e5574 · outbound

This paper cites Autonomous driving system: a comprehensive sur- vey,.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix Autonomous driving system: a comprehensive sur- vey,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:03:32.352048Z

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=2026-08-15T22:03:31.418774Z digest=sha256:30e588a3d94c57bfcbbcaea4cf73f9160c3de68204ad3b29df4ae3a4c618da89

Observation 775ea904-2f8d-42f5-88b4-a12cb2fe234d · outbound

This paper cites Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Reference 2

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unresolved
no resolver link, observed 2026-08-15T22:03:31.456059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:03:31.456059Z digest=sha256:d6c67e5b86ca0a78c341fd0a32df94899b7bf8f16a3195c8432d564324212e83

Observation 4ee36a6f-fd05-4045-8ad9-54fad3dc8e16 · outbound

This paper cites YOLOv10: Real-Time End-to-End Object Detection.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix YOLOv10: Real-Time End-to-End Object Detection

Reference 3

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unresolved
no resolver link, observed 2026-08-15T22:03:31.491507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:03:31.491507Z digest=sha256:a6f2b14d9161363f2c2c6feac434f9f1bc8a749e8af7a5edb3cf710ddd19a3b9

Observation 1fc12b40-2d61-4f11-ba21-05dbdbe4eec2 · outbound

This paper cites InstructPix2Pix: Learning to Follow Image Editing Instructions.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix InstructPix2Pix: Learning to Follow Image Editing Instructions

Reference 4

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unresolved
no resolver link, observed 2026-08-15T22:03:31.519796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:03:31.519796Z digest=sha256:7075ae8a4354f1833d64b21b9f767c953a433661849dc32d24f7cd58e0914d0e

Observation d01efcd9-42be-4f88-8cf5-89cd289dadcc · outbound

This paper cites Road Vehicles — Functional Safety (Edition 2) , 2018.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix Road Vehicles — Functional Safety (Edition 2) , 2018

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:03:32.336608Z

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=2026-08-15T22:03:31.563042Z digest=sha256:5f7ba4e8a0a976f9e607b11faa9f263b2a525fe34a374f00d0497b73adfbe10b

Observation 29f2a15b-6b67-4179-9ca1-01173a692027 · outbound

This paper cites Road Vehicles — Safety of the Intended Functionality , 2022.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix Road Vehicles — Safety of the Intended Functionality , 2022

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:03:32.321116Z

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=2026-08-15T22:03:31.670796Z digest=sha256:3f2f8ec1c480174c11ae40a9de3e0fa20e42c82867ab828a9615331b0ded7f7e

Observation a3feb3fb-5c00-4d8c-befe-1a1dd0037b5a · outbound

This paper cites Road Vehicles — Safety and Artificial Intelligence, 2024.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix Road Vehicles — Safety and Artificial Intelligence, 2024

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:03:32.303659Z

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=2026-08-15T22:03:31.676390Z digest=sha256:89fdb2afb18ee1f2161cdd4d12499f423ad9149498d5f637cf014ab6aa9b10dc

Observation 30cf686b-537f-43c5-8a29-5b2c98ab6188 · outbound

This paper cites AI-FSM: Towards Functional Safety Management for Artificial Intelligence-based Critical Systems,.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix AI-FSM: Towards Functional Safety Management for Artificial Intelligence-based Critical Systems,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:03:32.284460Z

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=2026-08-15T22:03:31.681372Z digest=sha256:58a4311ef59ac2d4f687909c4bdb039f1be67755dcd44a2a05800bb51ae0ddac

Observation 4d0e82db-9222-4cff-bc87-025644748ad8 · outbound

This paper cites A comprehensive review of YOLO architectures in computer vision: from YOLOv1 to YOLOv8 and YOLO-NAS,.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix A comprehensive review of YOLO architectures in computer vision: from YOLOv1 to YOLOv8 and YOLO-NAS,

Reference 9

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unresolved
no resolver link, observed 2026-08-15T22:03:31.686895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:03:31.686895Z digest=sha256:fb1f3b3dc4b27f38d4aab2c94954f61df6ac26f5c706cc0eac87f7d4a721201d

Observation 96ae6897-91ba-4c25-ac53-a00b6e50e3e0 · outbound

This paper cites Diffusion models: a comprehensive survey of methods and applications,.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix Diffusion models: a comprehensive survey of methods and applications,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:03:32.267703Z

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=2026-08-15T22:03:31.723586Z digest=sha256:7a65f5a1b00915e6345ad394edcd9a48367c40b073ec9f80c5a0cd104f8256e1

Observation b67f4dff-98b9-4c45-888a-7349b7353e5f · outbound

This paper cites Denoising diffusion probabilistic models,.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix Denoising diffusion probabilistic models,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:03:32.249535Z

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=2026-08-15T22:03:31.780883Z digest=sha256:be7cd3dd849e447384e419b1cca9006c2d077bcace2a30e983213f25ea988b0a

Observation 6ba566ef-9e52-4e21-bca0-2dd178b78853 · outbound

This paper cites High-Resolution Image Synthesis with Latent Diffusion Models.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix High-Resolution Image Synthesis with Latent Diffusion Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T22:03:31.868738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:03:31.868738Z digest=sha256:84a67544a9f8944d2fef5ef829e8c9a144dbccbb0276a4c2654b1fe08a4affb0

Observation 2aebe23d-6d8a-41be-8f2c-d9d78c13c72c · outbound

This paper cites CARLA: An Open Urban Driving Simulator.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix CARLA: An Open Urban Driving Simulator

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T22:03:31.872960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:03:31.872960Z digest=sha256:c69033a597d841ceaab055f6f3478a50f197fb6fe35b91a7702292df0d83b36f

Observation d2b32015-ce69-47e7-9463-78d27f205437 · outbound

This paper cites Proceedings of the 10th International Conference on Vehicle Technology and Intelligent Transport Systems – VEHITS,.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix Proceedings of the 10th International Conference on Vehicle Technology and Intelligent Transport Systems – VEHITS,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:03:32.161866Z

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=2026-08-15T22:03:31.877709Z digest=sha256:2277b08c112407f7cdff30ff3ad1d9f418abae82d16b8bb49cdf8f877ef45e86

Observation fb438a7e-091f-48f9-9100-ab2035decf4a · outbound

This paper cites BDD100K: a diverse driving dataset for heterogeneous multitask learning,.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix BDD100K: a diverse driving dataset for heterogeneous multitask learning,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:03:32.144837Z

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=2026-08-15T22:03:31.883205Z digest=sha256:bd57870d7ae668ac6887d9c23bca6b4270f95cb6d5dbf60e2a78a9d2d80a89c7

Observation bbfe59c3-ebb7-4f95-8734-f66f16611bf6 · outbound

This paper cites ACDC: the adverse conditions dataset with cor- respondences for robust semantic driving scene perception,.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix ACDC: the adverse conditions dataset with cor- respondences for robust semantic driving scene perception,

Reference 16

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unresolved
no resolver link, observed 2026-08-15T22:03:31.888026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:03:31.888026Z digest=sha256:999a58a9102269dd59109b736eeba967c17448c88cb7ed127f8899785f7f0976

Observation 6778de42-8888-42e4-a1c6-e0d3195cbe39 · outbound

This paper cites scikit-image: image processing in Python,.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix scikit-image: image processing in Python,

Reference 17

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malformed identifier
no resolver link, observed 2026-08-15T22:03:31.892551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:03:31.892551Z digest=sha256:2cd9e2fd703a1a6abac39796b442c8ae5bacacd40a4d7e56a8fd9d66fbf91035

Observation ca197fda-07d5-4f83-87aa-4f566390d357 · outbound

This paper cites Finetuned Multimodal Language Models Are High-Quality Image-Text Data Filters.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix Finetuned Multimodal Language Models Are High-Quality Image-Text Data Filters

Reference 18

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unresolved
no resolver link, observed 2026-08-15T22:03:31.897508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:03:31.897508Z digest=sha256:0f2e79d306fc851b1f3677c922612d0b71a4d09ec0e5d1149270a0cc108e6a32

Observation 84c5c7d3-c2e0-4516-a0d2-c888be83becc · outbound

This paper cites Denoising Diffusion Probabilistic Models.

Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix Denoising Diffusion Probabilistic Models

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-15T22:03:31.863236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:03:31.863236Z digest=sha256:1e78fc9a149fab728986f43be3a79a60ec12875c0a453fb246079ef916d61d06

Pith citing papers

No inbound Pith citation observations are available.