Paper Citation Record · LEDGER

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction

As of 20 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2501.01767.

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

pith.paper-citation-record.v1
2501.01767 v2

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:25:00.453527Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:28:02.862968Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T12:28:03.417126Z

Reference resolution

47 of 47 outbound references displayed

verified exact0
verified fuzzy5
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1cdf8fa6-7e31-4222-bb12-9426e2487829 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T22:25:00.246638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a12b21e3-bb87-471b-bf53-5cede209209b · outbound

This paper cites write newline.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T22:25:00.252019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81114059-8432-4eeb-8052-f6f3bf03d5d4 · outbound

This paper cites GPT-4 Technical Report.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T22:25:00.257160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f9e9672-c3c8-4ae8-9bfd-83022995ccac · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:01.330954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6e40344a-5582-4d1a-9266-ab50008fec94 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:01.309141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9fb20915-6192-48c9-ba6d-0d3ddd615ebc · outbound

This paper cites M.; Kriegel, H.-P.; Ng, R.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction M.; Kriegel, H.-P.; Ng, R

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:25:01.293922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 45730dcf-e28e-4f28-9d90-2c899c5782e5 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:01.278650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b4f9c1bd-e776-42e6-924b-fb532764f4f0 · 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.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction 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 8

Resolution: unresolved; no resolver link, observed 2026-08-10T22:25:00.281321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a0839b1-1b68-4549-a4d7-01338c85128d · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:01.242708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 95519b0e-6882-44fe-9362-2a3948915a1d · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:01.210444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6fee2851-6b19-4d4e-b5a2-60613856109e · outbound

This paper cites V.; Joulin, A.; and Misra, I.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction V.; Joulin, A.; and Misra, I

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:25:01.187930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f3283f5b-d559-461c-9321-e7cfe8feedb4 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:01.167454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 87a8ceb5-b83b-400a-969e-17c4130eac60 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:01.154828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e4ce617c-e896-469a-8293-a2ef845d0c02 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:01.139590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ecb791df-ae28-4ab8-aa75-57d5dc32114c · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:01.124185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e600fd20-7d6c-4385-98b6-083eeacc2138 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T22:25:00.323474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 897e337c-f3f2-4ad1-9718-49b4a81888c0 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:01.099662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 955ab13d-b5d2-4649-a33c-6bc231e3b99f · outbound

This paper cites M.; and Park, S.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction M.; and Park, S

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:25:01.082909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9868480e-d833-4824-a805-b21717bf3559 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:01.062605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b5633277-d79b-4a14-b1a1-fc671e9c1963 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:01.046099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 812c5673-22de-42ab-8697-4e0589321601 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:01.028168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 98105b25-fc7d-44bd-b5b5-e95f9cba8a19 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T22:25:00.350178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a235c9a-8b6a-496a-95d7-c08ad45e6166 · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T22:25:00.354230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd746879-9cd5-4217-82bd-4d0103bd7bd8 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:00.990822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b1888a94-be68-4ba4-b222-64b2b1c61978 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:00.957087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6932b0eb-aec9-4b03-bffb-b6c6adf4fe57 · outbound

This paper cites X.; Gu, A.; Lipkin, B.; Zhang, C.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction X.; Gu, A.; Lipkin, B.; Zhang, C

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:25:00.937155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d7b06e2f-cf4b-407d-9c26-560c1bac4421 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:00.921649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2c87b17c-bc45-48a6-8479-c124d31b3ad2 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T22:25:00.374447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05224fa6-61e9-4a44-8384-b79516d5e680 · outbound

This paper cites W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T22:25:00.378444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f48a2298-f46e-43f6-b0e0-10f6397682e9 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:00.878296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ff015c7e-58bc-499f-87c1-3098111ea17c · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:00.865539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f45c2bb2-a7a4-4463-b311-ae4635a91c04 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:00.853163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cff6c64c-8fa2-4907-840c-a431835457af · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:00.837715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 875e65a8-1941-4da5-8b6f-073353aad7eb · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:00.823517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0be6a419-df20-4661-b24a-9975156ef70c · outbound

This paper cites J.; and Yan, Y.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction J.; and Yan, Y

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T22:25:00.402029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03be5dc4-d4fb-470b-865a-e47acb546af5 · outbound

This paper cites The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T22:25:00.406411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82e1ba9c-dba8-4b56-9602-172030c14c17 · outbound

This paper cites EVA-CLIP: Improved Training Techniques for CLIP at Scale.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction EVA-CLIP: Improved Training Techniques for CLIP at Scale

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T22:25:00.411215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad3e7e2b-e11c-455f-95b1-4370c13cc009 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:00.809956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c423174e-b5c0-431c-bd06-0db2617fdced · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction LLaMA: Open and Efficient Foundation Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T22:25:00.419874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d7ec4a9-fa84-4bd3-b985-0510a7e818da · outbound

This paper cites BitNet: Scaling 1-bit Transformers for Large Language Models.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction BitNet: Scaling 1-bit Transformers for Large Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T22:25:00.424379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ec9fc32-28f3-4869-8aea-cd8f76d703dc · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:00.791950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 390a18d0-525c-4667-a237-bb9dd9c8eafd · outbound

This paper cites V.; Zhou, D.; et al.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction V.; Zhou, D.; et al

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T22:25:00.769435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 52759f58-791a-418d-843c-5f9ad540b0e1 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:00.751903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 161138ac-2ca5-4a43-a9f5-ac55aa2afb27 · outbound

This paper cites Good at captioning, bad at counting: Benchmarking GPT-4V on Earth observation data.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Good at captioning, bad at counting: Benchmarking GPT-4V on Earth observation data

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-10T22:25:00.441165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a573ad1-f0e8-4dfe-a19d-4a878baa62f1 · outbound

This paper cites LogiCode: an LLM-Driven Framework for Logical Anomaly Detection.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction LogiCode: an LLM-Driven Framework for Logical Anomaly Detection

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-10T22:25:00.445274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 230757c5-a07f-4df6-8031-6fa32338aac7 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:00.737778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b01013fe-e99c-4836-ba77-d760131add40 · outbound

This paper cites an unresolved cited work.

LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-10T22:25:00.722997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation bad64051-0531-4b19-8f1f-c433d8cbe60e · inbound

LAD-Reasoner: Tiny Multimodal Models are Good Reasoners for Logical Anomaly Detection cites this paper.

LAD-Reasoner: Tiny Multimodal Models are Good Reasoners for Logical Anomaly Detection LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-16T12:28:03.422755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.