Paper Citation Record · LEDGER

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation

As of 7 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2507.19949.

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

pith.paper-citation-record.v1
2507.19949 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:56:59.387792Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

54 of 54 outbound references displayed

verified exact0
verified fuzzy3
unresolved51
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fac85775-d8a3-43cd-b380-670a61ed88c7 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:04.555117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 15cef67d-5fa7-44f3-b1c6-05c1a23d5c2b · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:04.541123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 49d7c699-73f6-452f-b579-469de06a37b5 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:04.527276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a193bb76-c0ae-4de1-b7a2-2538afae9188 · 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.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation 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 4

Resolution: unresolved; no resolver link, observed 2026-08-06T13:56:55.690231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73e0f24e-03aa-4821-b991-8b2771f621d0 · outbound

This paper cites Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC).

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T13:56:55.774930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64e18af1-299a-4734-ba25-9d0de536a8e0 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:04.513860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bf3e81db-7838-44bc-b1a6-10e6a7d268aa · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:04.499886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bf2743d9-5675-4916-9b9d-64c85d83c360 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T13:56:55.990589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a6a24b6-785b-4643-8989-2de78a598a5d · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:04.476161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3c789f6e-4f29-4c14-85b8-eb02546e05cc · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:04.462216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation be73c844-be5c-42a9-983d-14071b0e1d50 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:04.434856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a09ae180-f3a3-4c02-ab2e-e4bf2a64d726 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:04.421714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 77cff415-ad24-4918-bb5f-967018d7beda · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:04.406932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d537c6b3-85bf-4e39-948c-52f6d5dbe12a · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:04.390302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation db7d6ef6-5e75-4d3f-9f9a-20939f205f12 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:04.376515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cb14741c-7eaa-4ca2-900b-5416a202fb1e · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:04.363260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8fdd6013-a7d9-4f99-9b64-e210b6f1a17c · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:04.247393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d131cdf3-ce55-49d0-aafb-63d3a50e2b74 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:04.099704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 231fa166-eeaf-4913-9be9-9fa1d916b7f0 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T13:56:56.872128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc415378-029d-4b62-b8c4-ef2a36b2ec43 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T13:56:56.959567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bab2a867-c235-4368-8463-5d70ba1d760e · outbound

This paper cites In Proceedings of the IEEE/CVF International Conference on Computer Vision.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation In Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T13:56:56.926160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d650711b-1ed4-4f8c-a7d7-3e94010d1104 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T13:56:57.094100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6f27923-e28c-44fd-b0fc-69d4416fae1f · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:03.880643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d1b58d70-06fe-41ec-abb0-2c42be6e21c7 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:03.723848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 11715e82-d5af-4f58-8112-d45eba7995a3 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T13:56:57.176114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd74123b-0bc8-4caa-8be6-cef7509784d9 · outbound

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

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation A Closer Look at the Explainability of Contrastive Language-Image Pre-training

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T13:56:57.310042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b80b2864-2c08-4c91-b0c4-44f6ebbd42db · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:03.561151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 60db9301-d9d8-44b9-86d2-b351594dfef9 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:03.257556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d527fe34-4bca-4bfe-bb7c-edcd85e9a6a5 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:03.399455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e065b5ae-4858-4c61-9ffc-1e11f8a1294e · outbound

This paper cites Kevin Zhou.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Kevin Zhou

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:57:02.890777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 14b16edd-dae9-4889-92e9-ae24522f7c01 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:03.074409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8d822bfc-0e40-47e7-b90a-40cc955eab4e · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T13:56:57.713409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a75bf4f5-018b-45f9-a699-654021e84580 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:02.705024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 943a7ee6-d0ce-44f3-88cf-9dfcaf402145 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T13:56:57.971001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7415ea5-160c-4545-8a13-3942e78029c2 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:02.521169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ef788572-5b85-423e-9026-ddd1634436dd · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:02.021060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation faed9f4d-1e9e-4dab-9062-0695e094ae82 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:02.346226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e091957c-1ae8-4f81-acfd-6a4392809371 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:01.651273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b0a374fa-8bb8-4139-9e6f-eaf2f815f43c · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:01.834601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 71e3ca3e-83e2-46f8-8173-9c8e30e0568c · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:01.255362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d759d11f-ab02-4218-aca5-45c1cf179127 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:01.507354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d504d89a-2739-4df6-82ca-30e7b14bbef2 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:00.892624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 58f244cd-c432-4df6-850c-d7a96bdb2554 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:01.060841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fdbc1ad3-1171-48e6-93e1-65338ca6ab22 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:00.518165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 779b0d37-e401-4d58-8067-cb895fbe8471 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:00.685184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f809debb-a486-4eac-8aa9-bc29bb934330 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:00.296208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f796bbf9-35e4-4c97-9a54-86bd1b43c485 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:00.421292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8391e4ec-f1ce-4897-a6b4-403e8f36ff27 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T13:56:59.187624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc2bb2aa-7fe0-43d3-9061-ac09df5cb97e · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:57:00.103461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 34437ca0-8d78-4bd8-b2a4-487725180cac · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:56:59.711448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cdcd360a-0e07-4a33-bbce-03ce9d9f12d4 · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:56:59.868005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 83fc5434-49b9-4061-a631-177f0ee5a85f · outbound

This paper cites an unresolved cited work.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T13:56:59.347251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22f5343a-14df-4991-b382-63b58b70d694 · outbound

This paper cites In European Conference on Computer Vision.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation In European Conference on Computer Vision

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:56:59.632358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6b1c8249-43cf-4e91-bbba-bc7f07bbdb7f · outbound

This paper cites In Proceedings of the IEEE/CVF International Conference on Computer Vision.

AF-CLIP: Zero-Shot Anomaly Detection via Anomaly-Focused CLIP Adaptation In Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:57:04.448534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

No inbound Pith citation observations are available.