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Paper Citation Record · LEDGER

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

As of 23 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 2026-08-23T06:30:58.430688+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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T22:03:31.418774Z digest=sha256:544f87b0f8fe2857b5bd5369b343bb62b1269a1b9421da09d8ed7ec8b2388158

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=sha256:71df115e8882c729ad58076bf3ad78ca6e9bb4f3b8afa00cc13781ed3988f3dd

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:b0c86c49ec0035d7bfddb0874aaf528c9b85ca26629387e9eaa482c24dfb261c

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=sha256:2a0fd934b8c3b67faf4cf4f84b77b371e41cb37979513d041481f660fe8ddd5f

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T22:03:31.563042Z digest=sha256:f33395051107f809b849bbf816db101c8ab2b7d309804d67da74a860304b1fce

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T22:03:31.670796Z digest=sha256:47d8078aede6e8cbeeccdbfab085cdb29a3d064cf3438aee87abe034a6c27ee8

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T22:03:31.676390Z digest=sha256:ec4ba83228ea0d78a99587c0755bb8d4816d736884bdd277d3a77c640dfaa8b2

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T22:03:31.681372Z digest=sha256:322ca4cf1f0a315afb82d8a44a0853d6a9ace98b382e5780c89c336e16e98e59

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=sha256:181f2b0d241908b1864d77164a50de5f23f94f8d25910f68fa094b3f117823bf

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T22:03:31.723586Z digest=sha256:3df832b622df9fc63c8a3279266d30ce752c1383b49cfbd5bb3e3b2643d303b9

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T22:03:31.780883Z digest=sha256:4961bbb940640290a08a2d4b5745e03103b192da3bca69a1e50f55d678ac0fda

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=sha256:6b9865b1f4840fa2d4099083b4342d7aceeb2291da0223caef88d0cf1312db44

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.

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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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T22:03:31.877709Z digest=sha256:3b52d242236d0f774d7d89ba787266696a8843c5841434d6a37e1a0b90712e0f

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T22:03:31.883205Z digest=sha256:e9f714c119267f92a1de796f872323f947633c58f47cc234df9ef4471fb5fd84

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

Resolution
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=sha256:018f16d8cc8b85232160cba280ee38f5769cbd3b3e9c51ef93461391c4673ad2

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

Resolution
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=sha256:054af4c9ed1af5d0753c240118ae54d219f6af148d4c9e81f98f75a7b403507e

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

Resolution
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=sha256:601807b64d481e6aee06f2f48abf7a6d549362a5fc7655429a99bf5545ec7113

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=sha256:4fc175aecbb2cfc333a60e185d0d260a873044c238e4c5c886fcbaba116de4c6

Pith citing papers

No inbound Pith citation observations are available.