Paper Citation Record · LEDGER

Improved YOLOv7 model for insulator defect detection

As of 19 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2502.07179.

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

pith.paper-citation-record.v1
2502.07179 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:36:41.099370Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

31 of 31 outbound references displayed

verified exact24
verified fuzzy0
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e5b6eaa2-e0a8-4a20-92a5-95b2a24aed15 · outbound

This paper cites Peng, F.X.

Improved YOLOv7 model for insulator defect detection Peng, F.X

Reference 1

Resolution: verified exact; doi, observed 2026-08-08T13:36:41.406170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4656dbd8-0016-4a35-a103-be09ffb8c4cb · outbound

This paper cites Liu, X.R.

Improved YOLOv7 model for insulator defect detection Liu, X.R

Reference 2

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T13:36:43.883824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 00823f0d-2707-4ac5-9e2c-55a2163a11d0 · outbound

This paper cites Huang, Z.S.

Improved YOLOv7 model for insulator defect detection Huang, Z.S

Reference 3

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T13:36:43.622703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ffc6b952-245e-49c7-88ea-aa6ab2bc1b3d · outbound

This paper cites Liu, L.H.

Improved YOLOv7 model for insulator defect detection Liu, L.H

Reference 4

Resolution: verified exact; doi, observed 2026-08-08T13:36:41.388170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 925ba8f2-94fe-4354-ba4f-77c894359541 · outbound

This paper cites Chen, Y .H.

Improved YOLOv7 model for insulator defect detection Chen, Y .H

Reference 5

Resolution: verified exact; doi, observed 2026-08-08T13:36:41.370343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ebace39a-c83c-47d3-8179-803d24674636 · outbound

This paper cites Yan, Measurement model for ice thickness of transmission lines based on image technology, Electrical Engineering Materials , (2021), 66-69+72.

Improved YOLOv7 model for insulator defect detection Yan, Measurement model for ice thickness of transmission lines based on image technology, Electrical Engineering Materials , (2021), 66-69+72

Reference 6

Resolution: verified exact; doi, observed 2026-08-08T13:36:41.353783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 31e2e23e-9802-4ade-a2b4-fd268fc92f47 · outbound

This paper cites Yan, F.C.

Improved YOLOv7 model for insulator defect detection Yan, F.C

Reference 7

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T13:36:43.421950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 18525c2f-2ee7-4350-9d99-0a5d8a82d967 · outbound

This paper cites Felzenszwalb, R.B.

Improved YOLOv7 model for insulator defect detection Felzenszwalb, R.B

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T13:36:40.983857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2d9eecd-618c-4571-9138-514b7685caa8 · outbound

This paper cites Liu, B.Q.

Improved YOLOv7 model for insulator defect detection Liu, B.Q

Reference 9

Resolution: verified exact; doi, observed 2026-08-08T13:36:41.323217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 02ccbb91-8c3a-4308-9642-063b1034f013 · outbound

This paper cites Jiang, X.

Improved YOLOv7 model for insulator defect detection Jiang, X

Reference 10

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T13:36:43.152372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 80b1e992-e4bf-45ab-84c5-6df63fdd34d4 · outbound

This paper cites Sadykova, D.

Improved YOLOv7 model for insulator defect detection Sadykova, D

Reference 11

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T13:36:42.994110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e665745f-ba14-4934-9f7d-c5aae6b5ff99 · outbound

This paper cites Wang, Y .F.

Improved YOLOv7 model for insulator defect detection Wang, Y .F

Reference 12

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T13:36:42.837997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d0b7c865-4cb4-4f94-8256-5c4e7c7c2eb1 · outbound

This paper cites Shi, Y .P.

Improved YOLOv7 model for insulator defect detection Shi, Y .P

Reference 13

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T13:36:42.644191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9edd88bf-dd94-49c9-938c-796a041450fe · outbound

This paper cites Zhao, M.F.

Improved YOLOv7 model for insulator defect detection Zhao, M.F

Reference 14

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T13:36:42.485352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 16f08b36-e6d8-47a8-8d89-093170a47a74 · outbound

This paper cites an unresolved cited work.

Improved YOLOv7 model for insulator defect detection Unresolved cited work

Reference 15

Resolution: verified exact; doi, observed 2026-08-08T13:36:41.306468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 78859fb5-d846-4fc1-97ba-8477166d69d7 · outbound

This paper cites Zhang, Y .Y.

Improved YOLOv7 model for insulator defect detection Zhang, Y .Y

Reference 16

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T13:36:42.292069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 592779a9-8bf3-4791-af6d-9e1af9f4b6f0 · outbound

This paper cites Liu, X.B.

Improved YOLOv7 model for insulator defect detection Liu, X.B

Reference 17

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T13:36:42.093700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d22e9216-9c79-410d-8271-ea66cafed1a8 · outbound

This paper cites Liu, X.R.

Improved YOLOv7 model for insulator defect detection Liu, X.R

Reference 18

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T13:36:41.936029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8e7e1ba4-8fc9-474d-aa9b-327e88f66846 · outbound

This paper cites Wang, J.J.

Improved YOLOv7 model for insulator defect detection Wang, J.J

Reference 19

Resolution: verified exact; doi, observed 2026-08-08T13:36:41.289663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9fc9cfa2-33d4-42ff-a007-2f0aaf45cdb8 · outbound

This paper cites an unresolved cited work.

Improved YOLOv7 model for insulator defect detection Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-08T13:36:43.900648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fde26791-34bb-4604-bdd3-075345f7c261 · outbound

This paper cites Singh, S.F.

Improved YOLOv7 model for insulator defect detection Singh, S.F

Reference 21

Resolution: verified exact; doi, observed 2026-08-08T13:36:41.254958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3435c480-d803-41a4-bd6d-c30f1a644f5d · outbound

This paper cites Souza, S.F.

Improved YOLOv7 model for insulator defect detection Souza, S.F

Reference 22

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T13:36:41.752029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 405c968f-38be-4745-b0c7-3e86a64c3692 · outbound

This paper cites Serfenon, G.

Improved YOLOv7 model for insulator defect detection Serfenon, G

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T13:36:41.062338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dbe5862-0aa3-431f-8591-100f3b99d331 · outbound

This paper cites YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors.

Improved YOLOv7 model for insulator defect detection YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T13:36:41.067452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49c56974-321b-4b03-8e1a-565d82f1d9ea · outbound

This paper cites an unresolved cited work.

Improved YOLOv7 model for insulator defect detection Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-08-08T13:36:41.210212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6646b4e5-b37d-47b8-8f9e-80ea241b2341 · outbound

This paper cites Coordinate Attention for Efficient Mobile Network Design.

Improved YOLOv7 model for insulator defect detection Coordinate Attention for Efficient Mobile Network Design

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T13:36:41.078019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54736ebb-4081-4eb3-b807-329907e46a29 · outbound

This paper cites Wise-IoU: Bounding Box Regression Loss with Dynamic Focusing Mechanism.

Improved YOLOv7 model for insulator defect detection Wise-IoU: Bounding Box Regression Loss with Dynamic Focusing Mechanism

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T13:36:41.083717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37a34f5f-1e55-4327-bc70-98a2a9ce7432 · outbound

This paper cites Szegedy, W.

Improved YOLOv7 model for insulator defect detection Szegedy, W

Reference 28

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T13:36:41.587919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ed18c62a-7667-47c6-8e89-9334d8c7682f · outbound

This paper cites Multi-Scale Context Aggregation by Dilated Convolutions.

Improved YOLOv7 model for insulator defect detection Multi-Scale Context Aggregation by Dilated Convolutions

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T13:36:41.094165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6407a1d-0d17-4a30-8fe5-bab2fc9b60fd · outbound

This paper cites Wang, G.W.

Improved YOLOv7 model for insulator defect detection Wang, G.W

Reference 30

Resolution: verified exact; doi, observed 2026-08-08T13:36:41.138796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8ceae1ac-39a8-4295-8176-bc9b4a3cc22a · outbound

This paper cites an unresolved cited work.

Improved YOLOv7 model for insulator defect detection Unresolved cited work

Reference 3376

Resolution: verified exact; doi, observed 2026-08-08T13:36:41.273481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.