Pith. sign in

Paper Citation Record · LEDGER

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library

As of 9 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2507.14558.

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

pith.paper-citation-record.v1
2507.14558 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:00:00.735466Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T19:30:04.236098Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T19:30:06.514289Z

Reference resolution

65 of 65 outbound references displayed

  • verified exact2
  • verified fuzzy54
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d4a5ceb2-020f-41ba-9d9a-76b7e113b1b7 · outbound

This paper cites Szeliski, Computer vision: algorithms and applications.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Szeliski, Computer vision: algorithms and applications

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.482333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:55.423461Z digest=sha256:52ceef7033357a92a80dcf36214be74760b0260f357c91a6e6eff8d36090c927

Observation 6077dca1-efa4-46ec-af10-78f8aea6ae20 · outbound

This paper cites Deep learning in computer vision: A critical review of emerging techniques and application scenar- ios,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Deep learning in computer vision: A critical review of emerging techniques and application scenar- ios,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.470135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:55.503246Z digest=sha256:b054589b709832ac3a7fcff0d0f85598e1d65da881068bb1e99434dec9bcffd8

Observation 90807cba-f3d9-4003-ab87-d4051421df40 · outbound

This paper cites The opencv library.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library The opencv library

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.457883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:55.585916Z digest=sha256:513d415433a18299b47faa73288562ee6931d8fbaeccd415155cf834d8dfedc6

Observation 161300c3-eca3-4ade-a9bb-abce65a2d2d7 · outbound

This paper cites A vision-based home security system using opencv on raspberry pi 3,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library A vision-based home security system using opencv on raspberry pi 3,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.445345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:55.692072Z digest=sha256:827c235bc5ae98023da528b6b341e7b39b8f8ba83621c3bb9c68a81c30cb080a

Observation fab2f497-21ff-43b1-b442-4a5b80e0cdde · outbound

This paper cites Hand gesture recognition on python and opencv,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Hand gesture recognition on python and opencv,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.433323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:55.782141Z digest=sha256:92d7cbd7594d96d7c7311dde4bc1a4f747dd1576ce772bf262708ccbcc75c839

Observation 8b9b7650-d654-4032-a38f-84638573957a · outbound

This paper cites Real time object detection and tracking using deep learning and opencv,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Real time object detection and tracking using deep learning and opencv,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.421195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:55.867428Z digest=sha256:2bff3efbd45348d9feb6e285525339c0b3702ed2f5bcdb0056f25bb7d9905d41

Observation 3698ae02-2de8-4c2b-9e73-e113e481122a · outbound

This paper cites Howse and J.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Howse and J

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.409011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:55.942878Z digest=sha256:d0c0248bc7b2ec9759b194211fa9221526b08753c57d9fb47bc019c05be80853

Observation 2deeba3e-5e40-481e-9f4d-3e2d4c7e48bc · outbound

This paper cites Minichino and J.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Minichino and J

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.397005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:56.042739Z digest=sha256:4d6233117e8dce12930a045f108f426d320dfb031ca61f249440ff2600adf16a

Observation 71d11991-ef71-4b43-8714-1e4202f028a0 · outbound

This paper cites Comparison of opencv’s feature detectors and feature matchers,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Comparison of opencv’s feature detectors and feature matchers,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.384348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:56.126273Z digest=sha256:ca38359346fcc40db57055ee23a5bf5fea6febcb25e4a5a0e02c911dcd474448

Observation 29712018-9a11-441f-9ae1-89d3044251db · outbound

This paper cites Evaluation of feature based image stitching algorithm using opencv,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Evaluation of feature based image stitching algorithm using opencv,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.372279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:56.244717Z digest=sha256:718edb6180cf00e993e9933322ad35184576de2b705348314d8ac45ca7d38519

Observation 2bac0aaa-a509-4b92-8b15-cd24fd57ece2 · outbound

This paper cites Real-time Lane detection and Motion Planning in Raspberry Pi and Arduino for an Autonomous Vehicle Prototype.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Real-time Lane detection and Motion Planning in Raspberry Pi and Arduino for an Autonomous Vehicle Prototype

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:00:01.084541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:56.345939Z digest=sha256:66d250f0454fc302928d83a7327b5e49ab7ac041acd3d50719e9652b11016cbc

Observation d00f7e61-b164-4bf1-8762-a0aa9a12bd45 · outbound

This paper cites A practical hybrid iot architecture with deep learning technique for healthcare and security applications,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library A practical hybrid iot architecture with deep learning technique for healthcare and security applications,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.359245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:56.441217Z digest=sha256:133cb753a08c72582b39e70c08450c6b2b659c4097c41882928bf171f3072a0f

Observation 3643c8a7-6d4d-486d-b05a-d675cf4126a7 · outbound

This paper cites Revolutionizing healthcare: The application of image processing techniques,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Revolutionizing healthcare: The application of image processing techniques,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.344644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:56.518338Z digest=sha256:ebaebc5986113c9766bbb638e5c3b8d8cc848f57f8e1d8285a0ad9ec0a111ad1

Observation 5473986f-6fdb-411f-9d35-4a82151a9d54 · outbound

This paper cites Machine vision based defect detection approach using image processing,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Machine vision based defect detection approach using image processing,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.331354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:56.605154Z digest=sha256:73621bbae7c3049e22b6c9f0367eefbf5b0becdbe3f33147c3ca7b10c602791d

Observation e106e145-c00e-43b0-bea3-5a93fc9b49db · outbound

This paper cites Uav navigation in gps-denied envi- ronment using particle filtered rvl,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Uav navigation in gps-denied envi- ronment using particle filtered rvl,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.318457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:56.684938Z digest=sha256:063fef4524aec15fb8ab97c44c79ba8152f58e718f3663231b2576436f2b4f2d

Observation ea867682-0270-4c4d-ab07-752b4b1eee0e · outbound

This paper cites A review of computer vision–based structural health monitoring at local and global levels,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library A review of computer vision–based structural health monitoring at local and global levels,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.305935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:56.781840Z digest=sha256:4d1abf83adccd66288141c0bc4d8103aa39ee1ae1509429216ec9e20c9dff4fc

Observation bf5cf4f9-bcbb-422f-ba37-1d14a73c0f9a · outbound

This paper cites Fuzzing: a survey,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Fuzzing: a survey,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.293758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:56.921647Z digest=sha256:ac672cee9f2fdab0c60a6e915e102e09ef411398e02e3c96522ca0e208cc98fd

Observation 3318bccf-f841-4d3e-8ece-3abf46d2847b · outbound

This paper cites Large language models are zero-shot fuzzers: Fuzzing deep-learning libraries via large language models,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Large language models are zero-shot fuzzers: Fuzzing deep-learning libraries via large language models,

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T15:59:57.023151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:59:57.023151Z digest=sha256:088e1aff6f9a8db71005bd003abaf1f4e4f0f0893d7882a9eff53d73ad1269ca

Observation d3f3acb4-b385-4243-af2c-65c74cb14bf3 · outbound

This paper cites Large language models are edge-case generators: Crafting unusual programs for fuzzing deep learning libraries,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Large language models are edge-case generators: Crafting unusual programs for fuzzing deep learning libraries,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.271809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:57.105773Z digest=sha256:fd80510c127f424aa241f0fe48c244b1983696d0ed8aa5f94f3ae69350510b5f

Observation 5a27ea0f-4236-475f-ac93-f72c016dec5f · outbound

This paper cites Violating assumptions with fuzzing,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Violating assumptions with fuzzing,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.259004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:57.152828Z digest=sha256:7a1c1b0bf9c59fd578275838baa9f9af77b39f6438d87da62376ced4cd8d5dd9

Observation 0b190cc0-c243-4405-abda-9c8af30b952f · outbound

This paper cites Fuzzing the internet of things: A review on the techniques and challenges for efficient vulnerability discovery in embedded systems,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Fuzzing the internet of things: A review on the techniques and challenges for efficient vulnerability discovery in embedded systems,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.245013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:57.252102Z digest=sha256:776a188cc5fce6d24f4b6ffd1e306dfc02047b89db59424e66a60db04bbd2df8

Observation bdcf3be8-373c-4689-a9f4-661f01c6714c · outbound

This paper cites Rtfm! automatic assumption discovery and verification derivation from library document for api misuse detection,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Rtfm! automatic assumption discovery and verification derivation from library document for api misuse detection,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.230652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:57.347639Z digest=sha256:2ef3dc4cc8e4b1677642cd99d4095f8ca27a310ad7105b71fb546fd548dcebe9

Observation 25c31b6c-54a0-4f04-af2e-5952971939e1 · outbound

This paper cites Docter: documentation-guided fuzzing for testing deep learning api functions,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Docter: documentation-guided fuzzing for testing deep learning api functions,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.217365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:57.431555Z digest=sha256:9f259d28bf9b1e042a714418bc9689e8225c9491e93673ab35969e480c57766a

Observation 8e0fa944-656c-4493-9d7e-51bd79329926 · outbound

This paper cites Automatic early defects detection in use case documents,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Automatic early defects detection in use case documents,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.204454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:57.531840Z digest=sha256:14d88454fc83b645bf96cd3367c7341ab6f237e4e42ddc4399bebee3c90b0a85

Observation f3ae31d0-ae5d-4059-8a28-acfee7d36f28 · outbound

This paper cites Automatic detection and repair recommendation of directive defects in java api documentation,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Automatic detection and repair recommendation of directive defects in java api documentation,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.191701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:57.632483Z digest=sha256:111ea8c5169d8cfa3a28b1fadb7a4692f4aad013380bce9b56cdcab039375dde

Observation 0a8f43c8-ae29-488b-99c6-cd7b076b1bd6 · outbound

This paper cites Translating code comments to procedure spec- ifications,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Translating code comments to procedure spec- ifications,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.178379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:57.733864Z digest=sha256:1a765296aa45015d4aedcf65231ec1e3acc58318ef90a0d5b52d4b9ce7be9acb

Observation 3b93d618-e151-4188-8d5d-c1f33fbb3a50 · outbound

This paper cites Large language model guided protocol fuzzing,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Large language model guided protocol fuzzing,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T15:59:57.821157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:59:57.821157Z digest=sha256:8068a869599e7dae0a9560a41799ead8c7ef39ff611ace3fabcab35079c8be6b

Observation a672a016-f5ec-4bc0-a709-0a18815a8489 · outbound

This paper cites Fuzz4all: Universal fuzzing with large language models,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Fuzz4all: Universal fuzzing with large language models,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.157128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:57.914201Z digest=sha256:6415758d413824256205a935cdc05b564d0ba1dfbdff9ae8d56b10d93d211edd

Observation 0845e978-bb4c-454a-a800-94fbc1f74664 · outbound

This paper cites Deep learning for computer vision: A brief review,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Deep learning for computer vision: A brief review,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.143571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:58.009582Z digest=sha256:6a961e53788966d3b1d122d4f0aa88b9c5fbaa86a8b0cd2cf1bd4e1e0c39b15b

Observation 7e71821c-f920-45fa-a876-d976860c48d0 · outbound

This paper cites Computer vision techniques in construction: a critical review,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Computer vision techniques in construction: a critical review,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.130407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:58.090646Z digest=sha256:47fa0adb11daa3da22ebadc622b238288aa4f763ad8cc3d7bfa801f98e0d46d2

Observation 2137df9c-baea-44e6-b936-2e6c18a3f013 · outbound

This paper cites Kornia: an open source differentiable computer vision library for pytorch,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Kornia: an open source differentiable computer vision library for pytorch,

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T15:59:58.169076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:59:58.169076Z digest=sha256:511711f704937f1e9942ef9a28adc11b31c9b5dea819e0dac0ddfb42e3a7d447

Observation 36b5e0a3-c639-484d-a9aa-cc1d330182b5 · outbound

This paper cites Chainercv: a library for deep learning in computer vision,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Chainercv: a library for deep learning in computer vision,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.107847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:58.254996Z digest=sha256:f8b538861456f741aef768c69cf3efb6bbb52a9e6a64b8d10e9157f8a8d25ab1

Observation 670145a0-179a-4e1e-a37f-3bb9b70adc6c · outbound

This paper cites Javavis: An integrated computer vision library for teaching computer vision,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Javavis: An integrated computer vision library for teaching computer vision,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.095495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:58.335997Z digest=sha256:1a4aef3dd87a8030cd47b2bfcb4ad34c68b99ce7430fefabc1c365c360551a72

Observation c138bba3-f7a6-4f01-a001-d4639e9aa88e · outbound

This paper cites Scenic: A jax library for computer vision research and beyond,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Scenic: A jax library for computer vision research and beyond,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.082596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:58.390741Z digest=sha256:8b541b9cc782b0937cae743f67d4de3e1468efa08560a3a55f36224fa278ed34

Observation d98c7766-9653-4e2e-bb77-5f40a30a346c · outbound

This paper cites gvnn: Neural network library for geometric computer vision,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library gvnn: Neural network library for geometric computer vision,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.069829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:58.441964Z digest=sha256:a15a1d71c4620840872c8b295d632ac5b2b7c7f1b00e6fe53d6d39b37d3c1ccc

Observation 00979802-eedf-475e-a37f-ec29e812ad84 · outbound

This paper cites Benchmarking of feature detectors and matchers using opencv-python wrapper,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Benchmarking of feature detectors and matchers using opencv-python wrapper,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:05.056413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:58.533257Z digest=sha256:045b550378a2199b16aa010996d72c04840a2024b14fd3d7a1c80deabbfcf958

Observation 57036cb8-76f4-43d0-9576-918a6e7e14fe · outbound

This paper cites Face detection and recognition using opencv,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Face detection and recognition using opencv,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:04.968846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:58.612711Z digest=sha256:fe48877b23fdda52817ef26b992d95c9154a2a93cf7cea816e479905dc543e34

Observation 875f3a5e-f3e0-477d-bcf8-9839ed3ec537 · outbound

This paper cites Emotion detection with facial feature recognition using cnn & opencv,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Emotion detection with facial feature recognition using cnn & opencv,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:04.674506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:58.656803Z digest=sha256:e5a469aa5400042781e302cb6b283e1f19e33f50b6f182b60c055d7853b4f090

Observation 95901dff-e3e4-4da4-9399-48a289a3cf62 · outbound

This paper cites Object detection using opencv and python,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Object detection using opencv and python,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:04.511055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:58.743844Z digest=sha256:6f2858fec6ab1c1a3a4217928d3cd581f85cb7526942ba3cfe9ffab2614342bf

Observation ce2b843f-17be-49eb-bd22-04fd3e803eb4 · outbound

This paper cites Real time automatic attendance system for face recognition using face api and opencv,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Real time automatic attendance system for face recognition using face api and opencv,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:04.351936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:58.829027Z digest=sha256:e279e825526c37f1ed6f22516699b34f276918d62dc3fb1eabc0901fc2dd19fc

Observation 71140a3d-6e5f-42ba-a276-c5a913c5c3b8 · outbound

This paper cites Automated visual inspection and defect detection of large-scale silicon strip sensors,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Automated visual inspection and defect detection of large-scale silicon strip sensors,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:04.165935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:58.905859Z digest=sha256:227a8b96b9b5486727c5228554703100efde4ac37600d111f636b1a8e40cffd3

Observation dfed17ad-896f-4e1f-9bb6-02cb2a39df7f · outbound

This paper cites Metamorphic testing of deep learning compilers,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Metamorphic testing of deep learning compilers,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:04.029720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:58.971226Z digest=sha256:36371a77f53d8d5bc27a53a147462d4c9c6a70564e4cae3ba70c2bad1559963f

Observation eb3beb27-51e7-4d5f-84d4-724817cd0966 · outbound

This paper cites Nnsmith: Generating diverse and valid test cases for deep learning compilers,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Nnsmith: Generating diverse and valid test cases for deep learning compilers,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:03.801344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:59.063018Z digest=sha256:e4415210332f84d02d1b6b73d905aaa9bb50eddda90f03a22d2d21f657c4d4e5

Observation 1b6ea161-920c-4c31-a68f-0b2445da5598 · outbound

This paper cites Reformer: The Efficient Transformer.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Reformer: The Efficient Transformer

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T15:59:59.143426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:59:59.143426Z digest=sha256:5e79dba6321f9c23adaa2661e2359bc73e5e9538d87992598eadc3e311342bce

Observation b0eb28ea-c2d5-412d-b551-ca79efccf529 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T15:59:59.216564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:59:59.216564Z digest=sha256:2a981f465d149109b5d9a53779afcee1095b50f7f1f67157115b28b76d64467a

Observation fad24924-e65c-4e45-902d-044ddeb979fa · outbound

This paper cites Recent advances in natural language processing via large pre-trained language models: A survey,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Recent advances in natural language processing via large pre-trained language models: A survey,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T15:59:59.307601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:59:59.307601Z digest=sha256:aaa1d0e5604d874715beeafb2a5c4c34ceb45010234a90bbf7a8569b26fcd00e

Observation a0d7cd47-bf18-4935-aa29-992ffebd2f76 · outbound

This paper cites From images to textual prompts: Zero-shot visual question answering with frozen large language models,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library From images to textual prompts: Zero-shot visual question answering with frozen large language models,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:03.492339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:59.350188Z digest=sha256:cdb818eb8c4056c5aa92002137afb691c2adc634bd37c5be5f187308f4c8ae75

Observation b782e171-c48c-4618-aa8d-9b0db3d661f7 · outbound

This paper cites Offsite-Tuning: Transfer Learning without Full Model.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Offsite-Tuning: Transfer Learning without Full Model

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T15:59:59.428089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:59:59.428089Z digest=sha256:6e4136b6b7e39164e8e5d82424634f189048be77b9e3c6258f3c4038081d0e4c

Observation 207c8c70-f172-4e0e-b957-a2a510dc87ef · outbound

This paper cites A survey on evaluation of large language models,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library A survey on evaluation of large language models,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:03.337990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:59.501316Z digest=sha256:63b1612f23aa03a6f25a2773407daa5e0410fdd5df8c04ad527edc9910fb3e3a

Observation ebd7387b-d110-4927-8b77-6dc6d6192797 · outbound

This paper cites Evaluating the rationales of amateur investors,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Evaluating the rationales of amateur investors,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:03.031010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:59.577199Z digest=sha256:254ad9619ed9c2694b1bebfbdea9b2e5929d5a1fc17651da69f5d633a92e66e8

Observation b8ff7179-111e-4a5a-9218-8720f0456f8f · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T15:59:59.640685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:59:59.640685Z digest=sha256:dbd846dc27dc2d28b358316ed0cc2e9decffa8d9ff20084a5756b274921a6ac5

Observation 0157fa68-a4dd-41c4-a06d-a8b8eb689538 · outbound

This paper cites Free lunch for testing: Fuzzing deep-learning libraries from open source,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Free lunch for testing: Fuzzing deep-learning libraries from open source,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:02.938916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:59.708563Z digest=sha256:bba1f79dee0e7acbb8e0dcdb24bed0da21904324ff79ec18ccb4c1f4027298be

Observation 43ee550e-53cb-4a07-b6ba-71da315a33ee · outbound

This paper cites Ruggedness and robustness testing,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Ruggedness and robustness testing,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:02.774394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:59.794177Z digest=sha256:9002c4c2ce5a9f82d36558292a18f8ad727dd9344124b51362eb3693b68b9d62

Observation 0253ba6e-2aa4-40db-9e6d-048977302b8c · outbound

This paper cites Tensorfuzz: De- bugging neural networks with coverage-guided fuzzing,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Tensorfuzz: De- bugging neural networks with coverage-guided fuzzing,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:02.591350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:59.894510Z digest=sha256:0e40408d794088d755e1ae4359fa414f18752e931ec6eb25035e1d30686f7c4d

Observation 3650badd-1457-4b14-ba13-c5e8e2999dab · outbound

This paper cites Muffin: Testing deep learning libraries via neural architecture fuzzing,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Muffin: Testing deep learning libraries via neural architecture fuzzing,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:02.449920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:59:59.967877Z digest=sha256:4bcab05f248235876e8c7ce2b5fd5e94278b97bf9e45eccbac8d5c3c61260a62

Observation 514586a9-db8a-4b31-bddb-672f34dc0293 · outbound

This paper cites Coverage.py,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Coverage.py,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:02.318827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:00:00.068948Z digest=sha256:e888397e58b554a41699ec69a855b2e240083ca63f89fc38356baf12dad54c76

Observation a0a63232-4b5f-4dea-aafc-dc0cf28782a7 · outbound

This paper cites Project, Using gcov with GCC 12.1 , Free Software Foundation, Boston, MA, USA, 2023.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Project, Using gcov with GCC 12.1 , Free Software Foundation, Boston, MA, USA, 2023

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:02.176763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:00:00.123025Z digest=sha256:8cde03080b4da6d4d4d8d054aed5a3cc95842749b86f03f833e50cfd3f5f070d

Observation 94474e02-1a55-4d8c-9067-2f30a5f0a94c · outbound

This paper cites Drone: a tool to detect and repair directive defects in java apis documentation,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Drone: a tool to detect and repair directive defects in java apis documentation,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:01.972482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:00:00.189524Z digest=sha256:9e5ed76754d48442e1899510a70408d5e68f1cd16b7cde0524ea7edfa6da263b

Observation 9414ed4d-b08d-40f9-b675-35e2b33d2ecd · outbound

This paper cites An empirical study of the reliability of unix utilities,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library An empirical study of the reliability of unix utilities,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:01.835371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:00:00.261117Z digest=sha256:0aa0a91733ddcbb7f9843c2686e03a838ceecb4e483ff65e0a5e6dd44966a000

Observation e93463b2-eb9b-4f0c-9d71-9ea33703cb5c · outbound

This paper cites Sfuzz: Slice-based fuzzing for real-time op- erating systems,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Sfuzz: Slice-based fuzzing for real-time op- erating systems,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:01.741301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:00:00.320819Z digest=sha256:18fc168679a8a91dcf90374003c9138f7c15eaacff08618b6b4f921b146c6731

Observation d9f83862-e5a5-4f01-bac7-0d0b6ed0540c · outbound

This paper cites Aflnet: a greybox fuzzer for network protocols,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Aflnet: a greybox fuzzer for network protocols,

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T16:00:00.425267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:00:00.425267Z digest=sha256:e15b5bf92099959222dd797b01ded6a099a696ad8ccb12e03fde19637beeacb0

Observation 18a45a34-afdb-4315-b373-9099e7838ec1 · outbound

This paper cites Restler: Stateful rest api fuzzing,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Restler: Stateful rest api fuzzing,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:01.565214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:00:00.529732Z digest=sha256:ffa3ab449c7d62482c1363abe6d2029fc5b981c83e6c9404d2d1d2694812f9f3

Observation a1c175dd-d0de-4c24-8713-75026c458dbf · outbound

This paper cites Fuzzing deep-learning libraries via automated relational api inference,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Fuzzing deep-learning libraries via automated relational api inference,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:01.363861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:00:00.622491Z digest=sha256:60b0c9c2a0435ea1794669388213b368174ec4718f5ba476eff561f733556907

Observation c21ca2ae-edc5-43d7-a8a0-5cbfecbb0a98 · outbound

This paper cites LLM Based Input Space Partitioning Testing for Library APIs.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library LLM Based Input Space Partitioning Testing for Library APIs

Reference 64

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:00:00.888627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:00:00.695943Z digest=sha256:b8927c299ecb9c32ec25985b51adaf0553748d749f54f15a8c60641925fc4268

Observation 11663010-fbde-43ec-af24-c72110f1a3f7 · outbound

This paper cites Automatically generating precise oracles from structured natural language specifications,.

Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library Automatically generating precise oracles from structured natural language specifications,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:00:01.232285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T16:00:00.735466Z digest=sha256:45f4c37d8868b2f36c4487176de602c54521f645664e5d8f23207833ca70fd59

Pith citing papers

Observation 403a27ba-2d08-497e-94e9-b83aebe4c069 · inbound

XAMT: Cross-Framework API Matching for Testing Deep Learning Libraries cites this paper.

XAMT: Cross-Framework API Matching for Testing Deep Learning Libraries Harnessing LLMs for Document-Guided Fuzzing of OpenCV Library

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-05T19:30:06.630037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T19:30:04.236098Z digest=sha256:4cdbd693cc1cd3afe4de4d2348e2ae8a0d6f91cf9b93a3f9dc8c9c82c6f054b9