Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T18:34:09.861254Z
Paper Citation Record · LEDGER
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments
As of 14 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2508.14504.
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 2026-08-14T06:32:32.682623+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
- verified exact17
- verified fuzzy7
- unresolved33
- parse uncertain0
- malformed identifier1
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 9d96b2cf-78d7-4e8e-b5f1-72fa0c031761 · outbound
This paper cites Markatos, A.
Reference 1
- Resolution
- verified exact
- raw_fallback, observed 2026-08-05T18:34:16.436605Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e287f5a6-9ba9-43f2-9c3f-6c1c5cdf2b66 · outbound
This paper cites Montgomery, Introduction to statistical quality control, Eighth edition, Wiley, Hoboken, NJ, 2019.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Montgomery, Introduction to statistical quality control, Eighth edition, Wiley, Hoboken, NJ, 2019
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:34:19.040583Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b7418850-216e-4209-9291-7cb8b080c291 · outbound
This paper cites Chandola, A.
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:02.260667Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c2dddd9-02f8-45b3-b120-c3ae5ab1af4f · outbound
This paper cites Chatterjee, R.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Chatterjee, R
Reference 4
- Resolution
- malformed identifier
- doi_truncated, observed 2026-08-05T18:34:14.624781Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5eef7902-3db9-430c-bf60-044e947314bb · outbound
This paper cites Deep Time Series Models: A Comprehensive Survey and Benchmark.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Deep Time Series Models: A Comprehensive Survey and Benchmark
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:02.505425Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3bfa73b2-1d96-4200-9f5b-4473b0ac90d3 · outbound
This paper cites Juerging, P.M.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Juerging, P.M
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:34:18.774517Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8ef6346c-3d51-471e-a186-dc7d1be70926 · outbound
This paper cites Greco, B.
Reference 7
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-05T18:34:16.136517Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 077587d2-98f8-4071-8f38-d87d8f1a3d28 · outbound
This paper cites Can Multimodal Large Language Models be Guided to Improve Industrial Anomaly Detection?.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Can Multimodal Large Language Models be Guided to Improve Industrial Anomaly Detection?
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:02.796027Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86ee23ec-3765-4b53-b342-cf088839e18a · outbound
This paper cites GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:02.895813Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a245522-9fc3-430d-b694-6c185869e8d3 · outbound
This paper cites Anomaly Detection for Industrial Applications, Its Challenges, Solutions, and Future Directions: A Review.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Anomaly Detection for Industrial Applications, Its Challenges, Solutions, and Future Directions: A Review
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:03.048577Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9482623-4ffd-4a97-a71f-f5314e2f3aee · outbound
This paper cites Abdullahi, K.
Reference 11
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-05T18:34:15.818957Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1d1bc18e-b6dd-449f-a834-21e85dc310e7 · outbound
This paper cites Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:03.496431Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 774dbb31-cda6-4826-93af-5a0ec2348e02 · outbound
This paper cites Raiaan, M.S.H.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Raiaan, M.S.H
Reference 13
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-05T18:34:15.505355Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1d795958-303e-4ac8-ac8a-1b2bf58114cd · outbound
This paper cites An Introduction to Vision-Language Modeling.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments An Introduction to Vision-Language Modeling
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:03.752959Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 551d69e5-f6f2-41e2-bec9-73067d7a4543 · outbound
This paper cites AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T18:34:14.228813Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c2d07beb-2121-4723-a844-1c3fe468a619 · outbound
This paper cites Wood (Ed.), Principles of quality costs: Financial measures for strategic implementation of quality management, ASQ Quality Press, Milwaukee, Wisconsin, 2013.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Wood (Ed.), Principles of quality costs: Financial measures for strategic implementation of quality management, ASQ Quality Press, Milwaukee, Wisconsin, 2013
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:34:18.605873Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0e577d4c-3641-4608-a140-2c06be68ee97 · outbound
This paper cites Qiu, Statistical Process Control Charts as a Tool for Analyzing Big Data, in: S.E.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Qiu, Statistical Process Control Charts as a Tool for Analyzing Big Data, in: S.E
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:34:18.284693Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 791ad67c-c866-410a-bb85-0c8261bc0861 · outbound
This paper cites an unresolved cited work.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T18:34:17.950213Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a191ec26-75fb-4c49-a681-66ae267f0b0f · outbound
This paper cites an unresolved cited work.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T18:34:17.614227Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 09c6cdc8-76a1-4db7-8f42-42f0841bd121 · outbound
This paper cites GPT-4 Technical Report.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments GPT-4 Technical Report
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:04.426357Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 097b68f0-659b-4101-8481-ef9810bc19e3 · outbound
This paper cites MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:04.530984Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b8eb699-ebeb-4b0a-871b-0ffef88133f8 · outbound
This paper cites Surbier, G.
Reference 22
- Resolution
- verified exact
- raw_fallback, observed 2026-08-05T18:34:15.200309Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2cdbd467-97ae-4b47-8f8b-ca5eca908d37 · outbound
This paper cites Kernan Freire, LLM-Powered Cognitive Assistants for Knowledge Sharing among Factory Operators, 2025.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Kernan Freire, LLM-Powered Cognitive Assistants for Knowledge Sharing among Factory Operators, 2025
Reference 23
- Resolution
- verified exact
- doi, observed 2026-08-05T18:34:13.890973Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 921c7448-a11e-495f-ba74-c100d98e045d · outbound
This paper cites an unresolved cited work.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Unresolved cited work
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:04.856573Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 542d2c55-a935-4590-ac06-4abb189b150f · outbound
This paper cites Weiss, T.M.
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:04.975138Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 406aab86-0228-42cc-9947-46adedc833fd · outbound
This paper cites Johnson, S.R.
Reference 26
- Resolution
- verified exact
- doi, observed 2026-08-05T18:34:13.561604Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 93b8d420-e051-4a86-9388-d385615fccde · outbound
This paper cites an unresolved cited work.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T18:34:17.477441Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3b48310f-e450-493d-9679-6344e50a7834 · outbound
This paper cites an unresolved cited work.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Unresolved cited work
Reference 28
- Resolution
- verified exact
- doi, observed 2026-08-05T18:34:13.235699Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e24d145e-0ce0-49ed-ab7f-be9fa36dc8af · outbound
This paper cites Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:05.603518Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f3b6a0b-2b47-406e-a890-47fac8dc7720 · outbound
This paper cites Parameter-Efficient Transfer Learning for NLP.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Parameter-Efficient Transfer Learning for NLP
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:05.696916Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e40e9949-b502-4120-a65e-378041878667 · outbound
This paper cites LoRA: Low-Rank Adaptation of Large Language Models.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments LoRA: Low-Rank Adaptation of Large Language Models
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:05.787700Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f97ba744-af0d-4f37-8d7b-63281d83f1be · outbound
This paper cites Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:05.889671Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb8a1802-c477-4ac9-96f1-4d5398e351fa · outbound
This paper cites Language Models are Few-Shot Learners.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Language Models are Few-Shot Learners
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:06.019665Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f22d359f-7324-41f7-a370-e84fdc635e55 · outbound
This paper cites The Prompt Report: A Systematic Survey of Prompt Engineering Techniques.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments The Prompt Report: A Systematic Survey of Prompt Engineering Techniques
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:06.156481Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2776cae5-9209-482f-8f80-78fc2a8620e8 · outbound
This paper cites FD-LLM: Large Language Model for Fault Diagnosis of Machines.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments FD-LLM: Large Language Model for Fault Diagnosis of Machines
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:06.316530Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97140fec-ddb6-457f-acb8-488b05307090 · outbound
This paper cites FaultGPT: Industrial Fault Diagnosis Question Answering System by Vision Language Models.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments FaultGPT: Industrial Fault Diagnosis Question Answering System by Vision Language Models
Reference 36
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T18:34:12.894833Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1fcd6ea0-8964-41fd-b227-d8425d5ebd32 · outbound
This paper cites Myriad: Large Multimodal Model by Applying Vision Experts for Industrial Anomaly Detection.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Myriad: Large Multimodal Model by Applying Vision Experts for Industrial Anomaly Detection
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:06.605200Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab63906e-1ca4-4550-b76b-e756c0e56482 · outbound
This paper cites Refining Time Series Anomaly Detectors using Large Language Models.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Refining Time Series Anomaly Detectors using Large Language Models
Reference 38
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T18:34:12.593574Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 70fa2853-9e2f-46c6-be5a-8a549e75f9b0 · outbound
This paper cites Singh, J.
Reference 39
- Resolution
- verified exact
- raw_fallback, observed 2026-08-05T18:34:14.900181Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2866a241-abb5-4332-b2b3-eaf3576542aa · outbound
This paper cites WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:07.112109Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8417cf78-986d-4442-a3e1-961500552084 · outbound
This paper cites Learning Transferable Visual Models From Natural Language Supervision.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Learning Transferable Visual Models From Natural Language Supervision
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:07.291423Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28b65a82-0884-4a7e-bbb2-1d46249a8393 · outbound
This paper cites Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection
Reference 42
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T18:34:12.245959Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 32100dff-0c70-47ce-9a57-9141d6ad07bd · outbound
This paper cites Customizing Visual-Language Foundation Models for Multi-modal Anomaly Detection and Reasoning.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Customizing Visual-Language Foundation Models for Multi-modal Anomaly Detection and Reasoning
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:07.559247Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fc88e15-46a4-4352-96fc-09cb36e0791e · outbound
This paper cites Schiele, D.
Reference 44
- Resolution
- verified exact
- doi, observed 2026-08-05T18:34:11.926848Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7c7e21bd-9d2d-4675-bf02-bc0d2d84993c · outbound
This paper cites RAAD-LLM: Adaptive Anomaly Detection Using LLMs and RAG Integration.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments RAAD-LLM: Adaptive Anomaly Detection Using LLMs and RAG Integration
Reference 45
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T18:34:11.600049Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 17616937-c6e3-42e4-bcd9-02074a26b11f · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:07.987394Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4d103c0-3013-4fc0-9d5b-5af2ada04aa6 · outbound
This paper cites JSONSchemaBench: A Rigorous Benchmark of Structured Outputs for Language Models.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments JSONSchemaBench: A Rigorous Benchmark of Structured Outputs for Language Models
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:08.136452Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ffd3139-981e-4c80-9793-409b3dbd6bfb · outbound
This paper cites https://platform.openai.com/docs/guides/text?api-mode=responses (accessed 28 May 2025).
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments https://platform.openai.com/docs/guides/text?api-mode=responses (accessed 28 May 2025)
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:34:17.201415Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 864b68b9-9a8c-47d0-a396-600252e3b347 · outbound
This paper cites https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/overview (accessed 28 May 2025).
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/overview (accessed 28 May 2025)
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:34:16.944552Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5870e732-a313-4c65-9f0a-ea786b08a4d1 · outbound
This paper cites Meier, S.
Reference 50
- Resolution
- verified exact
- doi, observed 2026-08-05T18:34:11.300505Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 31d882e8-d82d-4565-8646-01af8f47a0ff · outbound
This paper cites Bergmann, K.
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:08.660382Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 605f3eb8-ebf1-445e-8148-6b0562e62c21 · outbound
This paper cites Heckler-Kram, J.-H.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Heckler-Kram, J.-H
Reference 52
- Resolution
- verified exact
- doi, observed 2026-08-05T18:34:11.028594Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a50ac56b-33c9-4aea-9b8b-3fdf593cce3f · outbound
This paper cites Scheck, Stripped Wire Dataset, Zenodo, 2025.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Scheck, Stripped Wire Dataset, Zenodo, 2025
Reference 53
- Resolution
- verified exact
- doi, observed 2026-08-05T18:34:10.680860Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 414790c6-6723-4647-bf7e-1baa3074876f · outbound
This paper cites https://doi.org/10.7910/DVN/WBDKN6.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments https://doi.org/10.7910/DVN/WBDKN6
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:09.091301Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eab90f6e-7dc7-46d4-bd0a-e035a6aa3a51 · outbound
This paper cites Bruhin US 2010/0139351 A1, 2009.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Bruhin US 2010/0139351 A1, 2009
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:09.264529Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3c70d7d-771f-4a18-9a2a-574d4cc9174a · outbound
This paper cites Towards transparent and data-driven fault detection in manufacturing: A case study on univariate, discrete time series.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Towards transparent and data-driven fault detection in manufacturing: A case study on univariate, discrete time series
Reference 56
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T18:34:10.390434Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 42856a3c-5a5d-45a0-9624-d228685dae1c · outbound
This paper cites Hofmann, A.
Reference 57
- Resolution
- verified exact
- doi, observed 2026-08-05T18:34:10.129667Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f941292b-7618-4a36-93d8-55a91f3f3783 · outbound
This paper cites Towards Total Recall in Industrial Anomaly Detection.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Towards Total Recall in Industrial Anomaly Detection
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:09.593045Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31194705-677f-4e24-8d77-b0b780e7e513 · outbound
This paper cites Liu, K.M.
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:09.738409Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afe43cdd-8143-42a1-9834-2149fd8f41c2 · outbound
This paper cites https://scikit- learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html (accessed 23 June 2025).
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments https://scikit- learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html (accessed 23 June 2025)
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T18:34:16.699340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a424fc26-dd71-48cc-9493-fedc02fb152d · outbound
This paper cites an unresolved cited work.
PB-IAD: Utilizing multimodal foundation models for semantic industrial anomaly detection in dynamic manufacturing environments Unresolved cited work
Reference 214
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:34:05.328680Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.