Paper Citation Record · LEDGER

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model

As of 9 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2502.09057.

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

pith.paper-citation-record.v1
2502.09057 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T22:51:40.433212Z

measured 44 of 44 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 2026-05-13T19:21:34.849729Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T19:23:09.424240Z

Reference resolution

43 of 43 outbound references displayed

verified exact0
verified fuzzy16
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dad24cbe-cf6f-4b27-ab13-abb1b43ec958 · outbound

This paper cites write newline.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T22:51:40.276187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 049eb223-6100-49b0-8184-aff562aeb638 · outbound

This paper cites M., Bohnet, B., Rosias, L., Chan, S., Zhang, B., Anand, A., Abbas, Z., Nova, A., Co-Reyes , J.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model M., Bohnet, B., Rosias, L., Chan, S., Zhang, B., Anand, A., Abbas, Z., Nova, A., Co-Reyes , J

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:51:40.934719Z

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.

Observation a44233da-e4f7-43bd-8285-b00cefa2af48 · outbound

This paper cites W., Ilharco, G., Wortsman, M., and Schmidt, L.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model W., Ilharco, G., Wortsman, M., and Schmidt, L

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:51:40.924069Z

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.

Observation 250b1dbc-535b-40f1-83b9-6a4b3d20026c · outbound

This paper cites L., Kiros, J.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model L., Kiros, J

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:51:40.913226Z

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.

Observation 39d7a258-1081-444d-a299-4b2c53cb81d1 · outbound

This paper cites B., Shukor, M., Cord, M., Soulier, L., and Piwowarski, B.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model B., Shukor, M., Cord, M., Soulier, L., and Piwowarski, B

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:51:40.902622Z

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.

Observation f354e9eb-3da6-4915-9639-1d3af1861284 · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.892177Z

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.

Observation e03de8e4-7a69-4da8-b047-47a65b980af6 · outbound

This paper cites R., and Neubig, G.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model R., and Neubig, G

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:51:40.881445Z

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.

Observation 35059afa-69f1-4a80-9fe4-053d0f8fce01 · outbound

This paper cites G., Portes, J., Paul, M., Greengard, P., Jennings, C., King, D., Havens, S., Chiley, V., Frankle, J., Blakeney, C., and Cunningham, J.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model G., Portes, J., Paul, M., Greengard, P., Jennings, C., King, D., Havens, S., Chiley, V., Frankle, J., Blakeney, C., and Cunningham, J

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:51:40.871199Z

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.

Observation 1db8d947-95ff-4331-b5d5-bf135e181051 · outbound

This paper cites K., Meyer, G.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model K., Meyer, G

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:51:40.861004Z

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.

Observation dc29f889-5ef8-4b28-ae43-dc91cc2f7132 · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.850852Z

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.

Observation 233cc9f9-abb9-460d-b19a-6ed8b22227b5 · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.840548Z

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.

Observation 2175bd59-1793-419d-8af8-665d2c2d9099 · outbound

This paper cites The advantages of the Matthews correlation coefficient ( MCC ) over F1 score and accuracy in binary classification evaluation.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model The advantages of the Matthews correlation coefficient ( MCC ) over F1 score and accuracy in binary classification evaluation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:51:40.829502Z

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.

Observation a708b8c0-28ac-4f8c-8456-d994cdd47243 · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.817457Z

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.

Observation 34bfeea9-d1b3-4af6-b319-fec49e8c18e5 · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.806202Z

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.

Observation b377268d-6354-45f2-8ceb-b8c1c0868cea · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.794891Z

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.

Observation 2c06d01e-2023-4aae-aa7e-d6563bff2988 · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.783351Z

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.

Observation 49bb39a0-ce42-456a-b2d5-19c009a1b683 · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.772413Z

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.

Observation dc7c81f8-504f-41e9-8c01-b65acab468e3 · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.761453Z

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.

Observation bcb8faa7-1948-4907-9505-91c11c94e868 · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.750916Z

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.

Observation 337f6486-5f05-4074-bd3b-993f9bc20a93 · outbound

This paper cites J., Shen, Y., Wallis, P., Allen-Zhu , Z., Li, Y., Wang, S., Wang, L., and Chen, W.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model J., Shen, Y., Wallis, P., Allen-Zhu , Z., Li, Y., Wang, S., Wang, L., and Chen, W

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:51:40.740235Z

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.

Observation 88697340-fe71-4923-8b54-b045aad5a217 · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.728555Z

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.

Observation b7f9d68f-0e98-45e0-8036-38fd462d3364 · outbound

This paper cites MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T22:51:40.356938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6292978-96d9-4fac-9b9f-c13c360f97ce · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.717915Z

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.

Observation a3509839-6162-4c35-bd01-648690b9f488 · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.707080Z

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.

Observation f877a35b-f526-4df3-a89e-c524af8993b8 · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.696537Z

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.

Observation 8b06fc36-541f-4f70-9e70-893edd1eeefe · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.685852Z

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.

Observation a4178d1f-f36c-4960-b3a9-fb80c23eaccb · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.674554Z

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.

Observation 41080065-1d55-4a0d-b008-3621ffe56f9c · outbound

This paper cites and Hutter, F.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model and Hutter, F

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:51:40.663148Z

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.

Observation 40e3e96c-ec6e-4328-9491-6b3707bc2232 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:51:40.651444Z

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.

Observation 2478cd92-e532-4f71-bdc0-c279d4ec19a5 · outbound

This paper cites GPT-4 Technical Report.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model GPT-4 Technical Report

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:51:40.640297Z

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.

Observation c3622042-a9c0-4318-9644-f813150fbb1c · outbound

This paper cites B., Chen, X., and Wang, X.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model B., Chen, X., and Wang, X

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:51:40.628787Z

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.

Observation 3ccbcbe6-4d57-41ff-9140-1645e51a43ff · outbound

This paper cites W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., Krueger, G., and Sutskever, I.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S., Sastry, G., Askell, A., Mishkin, P., Clark, J., Krueger, G., and Sutskever, I

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:51:40.616753Z

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.

Observation 346a9cd9-a2d1-47c6-8853-2fb796f9e012 · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.605359Z

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.

Observation b2231935-31ea-4f98-81ef-2d51df50bfd2 · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.593596Z

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.

Observation 2e10946e-a055-46e8-8bc2-fa1ba3a0caae · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.579257Z

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.

Observation c3487a35-2ad2-4e6a-bd79-97507a39a50b · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.564775Z

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.

Observation ba364fb9-3307-4848-bd96-0da1036f1dc6 · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.552365Z

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.

Observation ad44f1e2-1efe-4547-9237-9f0cc791a5d1 · outbound

This paper cites XTuner : A Toolkit for Efficiently Fine-tuning LLM.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model XTuner : A Toolkit for Efficiently Fine-tuning LLM

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:51:40.539299Z

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.

Observation a82dae14-679d-4c95-ad5d-71e3b9a50716 · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.523797Z

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.

Observation 37992fbe-ae9e-4f4f-81e2-eeaeb83b73f5 · outbound

This paper cites and Yoon, S.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model and Yoon, S

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:51:40.511595Z

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.

Observation 9cd5223b-51dc-4a04-a143-2b89836ab519 · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.500330Z

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.

Observation aae8623b-b268-46eb-9ef8-ddd91d906bd2 · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.489258Z

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.

Observation 2278e808-ecde-4047-9ecc-c055cd13571c · outbound

This paper cites an unresolved cited work.

Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:51:40.476940Z

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.

Pith citing papers

Observation fa09346d-9c59-40b3-a433-1884c1b27cb3 · inbound

Redefining End-of-Life: Intelligent Automation for Electronics Remanufacturing Systems cites this paper.

Redefining End-of-Life: Intelligent Automation for Electronics Remanufacturing Systems Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model

Reference 170

Resolution: verified exact; arxiv_id, observed 2026-05-13T19:23:09.425657Z

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.