Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T23:13:39.230538Z
Paper Citation Record · LEDGER
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation
As of 11 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2412.20870.
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 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-12T04:08:30.902374Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
40 of 40 outbound references displayed
- verified exact0
- verified fuzzy15
- unresolved25
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation 4608fc6d-1ca6-49d7-9613-ec326523e8f7 · outbound
This paper cites Zavrtanik, M.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Zavrtanik, M
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:13:39.812563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 37469ca7-0741-4891-9012-4fe1f386bc81 · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.799184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7af13e97-7997-4d5d-91e4-fcce37c91e6f · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.785111Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c8fcacb5-f452-46bd-b80b-b777ea2ad393 · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.769709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 19cd17a5-57d5-4380-87dd-ef07e0f381df · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.755418Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5cdb5361-80e6-48cb-9e40-d2b0a0a481fb · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.741588Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7a3fbf5e-e042-4ab9-97eb-3769e8bbb361 · outbound
This paper cites Unbiased Teacher for Semi-Supervised Object Detection.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unbiased Teacher for Semi-Supervised Object Detection
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T23:13:39.086642Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59c9a6ab-9bf2-466e-aaa2-e60552aad23c · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.726863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ba7032a9-50ec-40d0-999a-478fef50b117 · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.712632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cd09de6c-8f97-4ad9-a5bb-63759aca80a4 · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.697188Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8859198f-af05-4c9c-9d1c-ac5f0b095088 · outbound
This paper cites Gudovskiy, S.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Gudovskiy, S
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:13:39.682659Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 61efc45f-370a-414b-83cc-bf738d02c7f9 · outbound
This paper cites Zheng, X.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Zheng, X
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:13:39.668731Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2bcd9762-b372-4790-bdc7-3537ea447b98 · outbound
This paper cites Bergmann, M.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Bergmann, M
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:13:39.654424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9f5a9481-2f9a-42a3-8eb5-3714c1729b48 · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.640290Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a9169cb8-6e93-4bb7-9b8f-036c3545f045 · outbound
This paper cites Mishra, R.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Mishra, R
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:13:39.627002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b3cb23f9-fb76-4f8b-b0cb-4d4b51bf2622 · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.612276Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e59a3247-7eea-4e28-8cdf-73d6791db8f0 · outbound
This paper cites Sheynin, S.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Sheynin, S
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:13:39.598463Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0abb8b47-e457-4682-a3a4-80a9cb888c31 · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.586347Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 85c24df1-1d3a-4018-8b3f-c6239be8ec51 · outbound
This paper cites Zavrtanik, M.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Zavrtanik, M
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:13:39.573350Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e3fcf4b5-efcd-4bfb-aa91-99a9a5ca67bd · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.559202Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 745b6950-8100-44cc-a398-c9bfeb9cb59d · outbound
This paper cites Bergmann, M.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Bergmann, M
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:13:39.545159Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d30e6728-35ff-4c74-863f-dcf38bc9637e · outbound
This paper cites Salehi, N.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Salehi, N
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:13:39.531332Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e3e9d511-ba99-4220-affe-76003b9cbf32 · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.518040Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ca65b427-3f1c-4c97-9a00-42ec8ccfd55f · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.504483Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0d093a2b-6f4a-460b-9f77-68e13f406347 · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.490986Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d9a9c474-88e9-490d-8558-7ff948beb8d5 · outbound
This paper cites Zavrtanik, M.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Zavrtanik, M
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:13:39.477397Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5162b806-f616-4ba9-b120-6b77851c0786 · outbound
This paper cites Liang, J.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Liang, J
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:13:39.462514Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cdcbf50d-444e-4d1e-840b-b15d5990dee4 · outbound
This paper cites Zhang, H.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Zhang, H
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:13:39.450088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b424d79d-d6d4-4917-aeae-34303b41d977 · outbound
This paper cites Defard, A.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Defard, A
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:13:39.436673Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2c2e2327-59bf-46a2-9403-18734e02e709 · outbound
This paper cites Rudolph, B.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Rudolph, B
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:13:39.422368Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 676084fc-89a1-4be9-8ed3-14747919cb24 · outbound
This paper cites Zhang, S.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Zhang, S
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T23:13:39.407639Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 80b98e70-f797-47d9-b671-cd392738765d · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T23:13:39.193995Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49f06034-b5d6-4af4-8834-9e0c06189cb1 · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.383998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 64f57499-4c3e-4b82-a88e-6beeedc438c8 · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.369735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0c97ec15-a9e7-4878-a870-e34fe7e0ffd7 · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.354771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0ee30726-fb03-47f5-90aa-95b0eb66be12 · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.339245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation feb3e23e-bf8b-4992-81df-411bb1f28f4c · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.322801Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c7ed5bcf-23ba-490c-bfe9-ac1845f48dfd · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.308369Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6af70f72-4445-4920-928f-358dac3de3e9 · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.294501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d2b43f2f-a483-415f-aa5c-7346d3899ba5 · outbound
This paper cites an unresolved cited work.
SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T23:13:39.280426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Pith citing papers
Observation 09f36b66-b484-4913-8568-47217825fcf4 · inbound
AnomalyClaw: A Universal Visual Anomaly Detection Agent via Tool-Grounded Refutation cites this paper.
AnomalyClaw: A Universal Visual Anomaly Detection Agent via Tool-Grounded Refutation SoftPatch+: Fully Unsupervised Anomaly Classification and Segmentation
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T04:11:21.360187Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.