Paper Citation Record · LEDGER

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection

As of 18 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2506.23577.

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

pith.paper-citation-record.v1
2506.23577 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:43:30.122902Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-15T12:56:18.518533Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

44 of 44 outbound references displayed

verified exact1
verified fuzzy3
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f0904d2a-6248-4ca6-8460-5ed44c0eab65 · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:39.946753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bbc93374-9223-4006-93de-0626ea3a5c59 · outbound

This paper cites Zero-Shot Anomaly Detection with Pre-trained Segmentation Models.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Zero-Shot Anomaly Detection with Pre-trained Segmentation Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T21:43:26.520659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00bf6e54-dc1f-49ed-9dfb-1bd2f10a7293 · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:39.625468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5423cbe8-a327-4dc4-b6ac-22e99c29a46e · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:39.397035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c9145053-1984-4fb8-9cf4-693e1e2b2947 · outbound

This paper cites Segment Any Anomaly without Training via Hybrid Prompt Regularization.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Segment Any Anomaly without Training via Hybrid Prompt Regularization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:43:26.817027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cf27ae7-c8c2-40d9-a383-372af6fd3210 · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:39.091683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation de2078b0-4ae2-4e30-ad93-9c44b2177ce7 · outbound

This paper cites APRIL-GAN: A Zero-/Few-Shot Anomaly Classification and Segmentation Method for CVPR 2023 VAND Workshop Challenge Tracks 1&2: 1st Place on Zero-shot AD and 4th Place on Few-shot AD.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection APRIL-GAN: A Zero-/Few-Shot Anomaly Classification and Segmentation Method for CVPR 2023 VAND Workshop Challenge Tracks 1&2: 1st Place on Zero-shot AD and 4th Place on Few-shot AD

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T21:43:26.960856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df9c6e0f-a436-476e-b7b2-dc0b99472d53 · outbound

This paper cites CLIP-AD: A Language-Guided Staged Dual-Path Model for Zero-shot Anomaly Detection.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection CLIP-AD: A Language-Guided Staged Dual-Path Model for Zero-shot Anomaly Detection

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T21:43:27.097556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 043803cd-6172-43a1-ae45-e4c5db228a7d · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:38.866439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7ce5f8a8-49e6-4604-b85e-d43d652d0002 · outbound

This paper cites Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T21:43:27.369227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76ba8268-e035-4b58-9851-8ea905228b65 · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:38.452575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9580fbe9-9f81-45e9-a97f-7e8165d2cf4e · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:38.165994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 65f8b044-fbad-4da1-92b6-582c5a26c61e · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:37.838029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 213dcffd-680c-4094-8cb9-6e2012457024 · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 15

Resolution: verified exact; raw_fallback, observed 2026-08-06T21:43:30.499482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c894d5b5-4821-4848-a6e0-48b8b98fbedc · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:37.595706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 63c85530-8761-4029-9180-503e39a14695 · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T21:43:27.946212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76c7c058-814b-471c-a716-0551c3c58d60 · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:36.871032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0f1aa0e8-2a73-4f33-bde9-d59cc0b4455a · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:36.517627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation eb5fc1d6-7b07-4bb7-8f3a-a29cbaf56139 · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:36.140745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 96236857-f184-40a3-9467-7914a86224a8 · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:35.873602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a742da4a-c482-4e82-9275-f2eb8e3cb248 · outbound

This paper cites A Closer Look at the Explainability of Contrastive Language-Image Pre-training.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection A Closer Look at the Explainability of Contrastive Language-Image Pre-training

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T21:43:28.491379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f359b5ee-5c56-4519-bad1-d66a7c0633dd · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:35.431552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f26832e9-f82d-4654-b195-ebe9ea94706f · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:35.029726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation db7fe8b7-2b6a-4fcc-ad6a-149f9507fdf0 · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:34.724858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e0baf02c-9927-4402-a752-3337eaecf643 · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:34.378676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 08c5bc7d-3bd5-4611-a215-b00fc1acd201 · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:34.030197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f82a6eb6-b4e6-41de-8fce-e5a72ea741c3 · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:33.766218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3cf4b04b-0789-4d62-b1e9-117d3a72a789 · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T21:43:29.182992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bbe8757-bdfe-4800-9104-34eb690d9823 · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:33.465687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f06074f9-0257-47e1-b768-f86b9fb57d8a · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:33.142963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e29d155e-6120-47ee-a2fe-96f1715b8f50 · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:32.812818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a894e244-937d-461f-8c79-df0fcf7612f7 · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:32.466170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3a92a5d8-3314-4975-b2ab-7c0ad56801cf · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:32.188286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 94a70bac-ac8f-499f-868d-7771d7d831ce · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:31.930882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 356277ce-a54b-47d7-88a9-124db7ac30ee · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:31.611899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b9285115-5023-4d95-a9db-7742ddab8b3a · outbound

This paper cites Ni, and Heung-Yeung Shum.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Ni, and Heung-Yeung Shum

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:43:31.262526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2b551534-5774-43ca-bc29-26542cf35cca · outbound

This paper cites Learning to Prompt for Vision-Language Models.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Learning to Prompt for Vision-Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T21:43:29.866668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba040719-c044-4681-becf-d1b3a6ee19df · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:30.945345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d1059ace-296b-421a-9ee4-881f853f156b · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:43:30.739609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5f740a95-154e-470e-9cf1-8728e8342cfa · outbound

This paper cites an unresolved cited work.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T21:43:30.064320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 352531e4-671f-4de0-b47a-a70500d67781 · outbound

This paper cites In Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, V ol.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection In Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, V ol

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:43:30.638192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 89ed3c6f-a84c-460d-b7cb-cf272992e494 · outbound

This paper cites In 13th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, ICUMT 2021, Brno, Czech Republic, October 25-27, 2021.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection In 13th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, ICUMT 2021, Brno, Czech Republic, October 25-27, 2021

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:43:37.249817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d5009e70-c074-4135-a8dd-8beb6bf650ae · outbound

This paper cites https://doi.org/10.1109/CVPR52688.2022.01755.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection https://doi.org/10.1109/CVPR52688.2022.01755

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T21:43:29.289423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2e9f0a7-9cb8-4929-a6d1-90e42b6d4bf5 · outbound

This paper cites ClipSAM: CLIP and SAM Collaboration for Zero-Shot Anomaly Segmentation.

StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection ClipSAM: CLIP and SAM Collaboration for Zero-Shot Anomaly Segmentation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T21:43:28.401770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a7e336dd-146c-4af8-8bc9-97abf1b9b490 · inbound

Closed form perturbative relativistic modifications to wave-packet dynamics in the quantum harmonic oscillator cites this paper.

Closed form perturbative relativistic modifications to wave-packet dynamics in the quantum harmonic oscillator StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-15T12:56:18.518533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.