Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T08:07:32.169780Z
Paper Citation Record · LEDGER
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models
As of 13 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2510.22868.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
61 of 61 outbound references displayed
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- unresolved59
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 6bb42ab6-8024-4a44-94a5-06331892c0c3 · outbound
This paper cites and Fæster, S., 2021.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Fæster, S., 2021
Reference 1
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 183ee3de-2247-4a22-997b-e0c84242a699 · outbound
This paper cites and Weaver, P.M., 2023.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Weaver, P.M., 2023
Reference 2
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Observation 73e38f74-f8a0-4ace-b616-71223cac6a3e · outbound
This paper cites and See, J., 2025.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and See, J., 2025
Reference 3
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Observation 534563c9-0775-4287-9a41-f37678b8e145 · outbound
This paper cites and Zhou, L., 2025.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Zhou, L., 2025
Reference 4
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Observation e722f37e-92f8-4e9b-8510-feb73c3770c7 · outbound
This paper cites and Ong, C.P .K., 2017.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Ong, C.P .K., 2017
Reference 5
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Observation 35d5a0d0-74a4-4edf-b0e9-4784e9b373bb · outbound
This paper cites and Lanzagorta, J.L., 2025.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Lanzagorta, J.L., 2025
Reference 6
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Observation b526efc5-c0f9-4e87-b610-0f65e5c3a6a7 · outbound
This paper cites and Gu, Y ., 2022.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Gu, Y ., 2022
Reference 7
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Observation fa6860ff-0c07-43ab-8848-264718fc7262 · outbound
This paper cites and Masoum, M.A.S., 2024.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Masoum, M.A.S., 2024
Reference 8
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Observation 0035c826-85f7-4c8d-a262-890ebb4185c6 · outbound
This paper cites and Zhou, B., 2024.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Zhou, B., 2024
Reference 9
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Observation 2421eb03-9e28-4cd2-a814-8e2520dd7d55 · outbound
This paper cites and Chauhan, A.P.S., 2025.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Chauhan, A.P.S., 2025
Reference 10
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Observation 8a2ff55b-35ca-4605-8e79-7eb0dead20fb · outbound
This paper cites and Zhu, S., 2024.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Zhu, S., 2024
Reference 11
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Observation a2be05f3-a700-46f9-8345-e5e3b06c83c9 · outbound
This paper cites and Wang, G., 2024.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Wang, G., 2024
Reference 12
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Observation 1c8c8abd-5cd9-4da8-868f-c32c0744fdb5 · outbound
This paper cites and Liu, L., 2024.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Liu, L., 2024
Reference 13
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Observation 2479e245-8400-4c11-9290-0a0a4c9b2198 · outbound
This paper cites and Chen, X., 2024.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Chen, X., 2024
Reference 14
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Observation dd53d6eb-9c2b-4ec6-a3f5-b68ec785ad48 · outbound
This paper cites and Wang, L., 2023.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Wang, L., 2023
Reference 15
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Observation 5c052195-9e7e-4e38-be39-dac42f59fdb2 · outbound
This paper cites and Khoder, J., 2024.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Khoder, J., 2024
Reference 16
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Observation 8572426b-74e9-4932-b583-80256f51c526 · outbound
This paper cites and Pal, M., 2024.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Pal, M., 2024
Reference 17
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Observation 776d6070-14e6-4280-b454-4a4da81af1cf · outbound
This paper cites and Du, Y ., 2025.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Du, Y ., 2025
Reference 18
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Observation 386da045-6526-47d3-9ad9-3765e986eed7 · outbound
This paper cites and Chen, X., 2025.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Chen, X., 2025
Reference 19
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Unavailable: canonical work link unavailable.
Observation fa856843-f2c2-404e-958b-37a8034f9a5a · outbound
This paper cites and Sun, L., 2024.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Sun, L., 2024
Reference 20
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Unavailable: canonical work link unavailable.
Observation 91d6c8eb-11b6-4666-9ffe-245da509cc6c · outbound
This paper cites and Sharma, S., 2022.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Sharma, S., 2022
Reference 21
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Unavailable: canonical work link unavailable.
Observation 830cb3ae-2d28-444e-8d7a-9ab70d9800ed · outbound
This paper cites Vision-based autonomous structural damage detection using data-driven methods.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models Vision-based autonomous structural damage detection using data-driven methods
Reference 22
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Unavailable: canonical work link unavailable.
Observation 1c21a1b7-3957-4eb0-93ff-48dd298c561f · outbound
This paper cites and Luo, X., 2025.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Luo, X., 2025
Reference 23
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Source-reported events for the cited work
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Observation ed5e10f9-d0b6-4de3-b356-f001478da82e · outbound
This paper cites and Luo, X., 2024.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Luo, X., 2024
Reference 24
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- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b770726-d7b2-46e5-9870-eb3626b17951 · outbound
This paper cites and Chen, X., 2024.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Chen, X., 2024
Reference 25
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da109583-8367-4f90-9da5-5a62de72143f · outbound
This paper cites Learning to identify cracks on wind turbine blade surfaces using drone-based inspection images.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models Learning to identify cracks on wind turbine blade surfaces using drone-based inspection images
Reference 26
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a8f4f91-fb5e-475b-b8e5-626a011d9bd1 · outbound
This paper cites An Automated System for Detecting Visual Damages of Wind Turbine Blades.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models An Automated System for Detecting Visual Damages of Wind Turbine Blades
Reference 27
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c5fab40-8363-48b9-b726-f3bb9864e302 · outbound
This paper cites and See, J., 2023.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and See, J., 2023
Reference 28
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Unavailable: canonical work link unavailable.
Observation b1010d54-7cfe-4ef7-8460-42f000a3016b · outbound
This paper cites and Zhang, W., 2024.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Zhang, W., 2024
Reference 29
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Observation 73f319ef-f6d6-4b65-b16a-33425ad5ecf4 · outbound
This paper cites and Li, X., 2023.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Li, X., 2023
Reference 30
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Observation 08de12d5-45a3-41b3-874e-638f3c79bfe1 · outbound
This paper cites and Chen, J., 2023.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Chen, J., 2023
Reference 31
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Source-reported events for the cited work
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Observation ee62be0f-525a-4070-a44b-1c0ea4fc1947 · outbound
This paper cites and Wang, J., 2024a.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Wang, J., 2024a
Reference 32
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Observation b0e6ee65-1422-4281-b98b-82ca7e5e94b7 · outbound
This paper cites and Taciroglu, E., 2023.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Taciroglu, E., 2023
Reference 33
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Observation cdebff5e-d149-4ee2-be11-58fc7ec71720 · outbound
This paper cites and Taciroglu, E., 2025.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Taciroglu, E., 2025
Reference 34
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Observation 29ae6b2e-d651-4cc2-8886-4c53d3fe6c88 · outbound
This paper cites and Xia, Y ., 2024.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Xia, Y ., 2024
Reference 35
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Observation 09e7abf5-f5c1-4413-afaf-6c628ad74abc · outbound
This paper cites and Jeon, J.S., 2024a.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Jeon, J.S., 2024a
Reference 36
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Observation f29498ef-e728-475c-a0ef-79789cae7156 · outbound
This paper cites and Wang, J., 2024b.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Wang, J., 2024b
Reference 37
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Unavailable: canonical work link unavailable.
Observation 42e28850-5db0-4d47-aa94-e3514b9e9e8e · outbound
This paper cites and Ying-you, W., 2024b.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Ying-you, W., 2024b
Reference 38
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Unavailable: canonical work link unavailable.
Observation ce48f97d-9200-4e0c-9f6b-359b40af2e04 · outbound
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Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models SafeLLM: Domain-Specific Safety Monitoring for Large Language Models: A Case Study of Offshore Wind Maintenance
Reference 39
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Unavailable: canonical work link unavailable.
Observation a0d9d786-9cde-420c-854f-8a5b28078918 · outbound
This paper cites and Nandakumar, D.,.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Nandakumar, D.,
Reference 40
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Observation 84af1637-dd52-4e5f-8440-d4b60e001ddd · outbound
This paper cites and Doan, B.L., 2024.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Doan, B.L., 2024
Reference 41
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Observation 7200cbe9-0001-4308-89a2-10e64d5b4245 · outbound
This paper cites and Li, Y .F., 2023.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Li, Y .F., 2023
Reference 42
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Observation af58a2c3-e777-4c4e-bfed-274d1185754c · outbound
This paper cites and Dethlefs, N., 2024b.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Dethlefs, N., 2024b
Reference 43
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Unavailable: canonical work link unavailable.
Observation 2a648c81-a817-4761-885e-d7ee0370d8da · outbound
This paper cites Large language models can be zero-shot anomaly detectors for time series?.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models Large language models can be zero-shot anomaly detectors for time series?
Reference 44
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Source-reported events for the cited work
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Observation fde6b60d-5ae4-4649-aa01-eba23f04ae27 · outbound
This paper cites and Tahan, A., 2024.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Tahan, A., 2024
Reference 45
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6357fed2-cb16-462c-bb6a-e72e161a95d0 · outbound
This paper cites Visual RAG: Expanding MLLM visual knowledge without fine-tuning.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models Visual RAG: Expanding MLLM visual knowledge without fine-tuning
Reference 46
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Observation f43596ab-1c4f-4789-ae7b-22e84edfa473 · outbound
This paper cites and Sarkar, S., 2025, July.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Sarkar, S., 2025, July
Reference 47
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5659b99-3f32-4498-a2de-708fba3cbf00 · outbound
This paper cites and Oyamada, M., 2025.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Oyamada, M., 2025
Reference 48
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53e4d1de-e7d9-4565-bf52-e3689a927d29 · outbound
This paper cites and Elhoseiny, M., 2025.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Elhoseiny, M., 2025
Reference 49
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f06555ff-d28b-468a-908f-4fe7516b71bb · outbound
This paper cites Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook
Reference 50
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Observation afed4ea4-d73d-42b5-ab97-1ddc13305f39 · outbound
This paper cites LangChain.
Reference 51
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Unavailable: canonical work link unavailable.
Observation cad1c039-811b-4652-a301-97acca7c2a29 · outbound
This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Reference 52
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c950eae-b1af-4024-b1c7-70a61dda0ba8 · outbound
This paper cites and Krueger, G., 2021.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Krueger, G., 2021
Reference 53
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49dcb667-0c5d-4c37-ad24-34e26ce24f2c · outbound
This paper cites The Faiss library.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models The Faiss library
Reference 54
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a05224d8-5fef-4c2a-8a84-abb9660f37d1 · outbound
This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T08:07:31.455578Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b50449cf-097f-4ebf-aca5-0f3d92154bd0 · outbound
This paper cites Drone-based optical and thermal videos of rotor blades taken in normal wind turbine operation.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models Drone-based optical and thermal videos of rotor blades taken in normal wind turbine operation
Reference 56
- Resolution
- verified exact
- doi, observed 2026-08-04T08:08:22.643010Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c4443a64-3b11-43e0-8878-b0cf71a9a9ad · outbound
This paper cites Dataset for AI -based optical -thermal video data fusion for near real -time blade segmentation in normal wind turbine operation.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models Dataset for AI -based optical -thermal video data fusion for near real -time blade segmentation in normal wind turbine operation
Reference 57
- Resolution
- verified exact
- doi, observed 2026-08-04T08:08:22.437874Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 61e316f1-5bf4-4bd9-b4bf-44c119b0268e · outbound
This paper cites and Chen, X., 2018.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Chen, X., 2018
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T08:07:31.848789Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18b63a1a-36fc-4d5f-b83b-1759ee9bf2db · outbound
This paper cites and Zhao, Y ., 2022.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models and Zhao, Y ., 2022
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T08:07:31.997601Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b31d0fc7-410a-467e-9e00-117486bd0978 · outbound
This paper cites an unresolved cited work.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models Unresolved cited work
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T08:07:32.169780Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef5ee6de-4e81-4fbb-8f9b-78f3413f797f · outbound
This paper cites Retrieval Augmented Anomaly Detection (RAAD): Nimble Model Adjustment Without Retraining.
Seeing the Unseen: Towards Training-Free Inspection for Wind Turbine Blades Using Knowledge-Augmented Vision Language Models Retrieval Augmented Anomaly Detection (RAAD): Nimble Model Adjustment Without Retraining
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T08:07:29.227307Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.