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Paper Citation Record · LEDGER

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection

As of 9 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 2 inbound Pith citation observations for arXiv:2502.06194.

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

pith.paper-citation-record.v1
2502.06194 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T16:32:10.125955Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T11:56:43.996418Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T12:49:52.962426Z

Reference resolution

56 of 56 outbound references displayed

  • verified exact3
  • verified fuzzy38
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8945eb46-013d-4a3b-b507-b6762c9a245e · outbound

This paper cites Mvtec ad–a comprehensive real-world dataset for un- supervised anomaly detection,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Mvtec ad–a comprehensive real-world dataset for un- supervised anomaly detection,

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 27ceae9b-8954-42e7-8586-5f106b80061b · outbound

This paper cites SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and Segmentation.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and Segmentation

Reference 2

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unresolved
no resolver link, observed 2026-08-08T16:32:09.888021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:32:09.888021Z digest=sha256:6a92fa65b8e5371ad54af1ab7647a12473d4fd66302ce293a610e79d6dc0b027

Observation a0756152-97f3-4fac-9abd-a222b8bf0702 · outbound

This paper cites Deep industrial image anomaly detection: A survey,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Deep industrial image anomaly detection: A survey,

Reference 3

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unresolved
no resolver link, observed 2026-08-08T16:32:09.893266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:32:09.893266Z digest=sha256:2cf41afed63a0866fcd338f4746217ba1ca097f65d7303ed115115dc8a30583d

Observation e8b80ac2-cf93-40ae-9ac4-82263cc9dc4d · outbound

This paper cites Im-iad: Industrial image anomaly detection benchmark in manufacturing,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Im-iad: Industrial image anomaly detection benchmark in manufacturing,

Reference 4

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verified fuzzy
raw_fallback, observed 2026-08-08T16:32:11.060275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:09.898310Z digest=sha256:f00d3ccc3940f9bf675b0b93e438182ea0e59b79ad98d3fe08e200badfd84629

Observation 6c2b415c-6a08-48f5-85b1-68ca9e05b4c4 · outbound

This paper cites Cfa: Coupled- hypersphere-based feature adaptation for target- oriented anomaly localization,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Cfa: Coupled- hypersphere-based feature adaptation for target- oriented anomaly localization,

Reference 5

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raw_fallback, observed 2026-08-08T16:32:11.045038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:09.902937Z digest=sha256:0d5781532a1e1fd115bc97e4dcdf212e9919192fbd7d4df9eb0f2f22cc555bff

Observation 53d96783-2789-4868-8138-87132278eacb · outbound

This paper cites Cflow-ad: Real-time unsupervised anomaly detection with local- ization via conditional normalizing flows,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Cflow-ad: Real-time unsupervised anomaly detection with local- ization via conditional normalizing flows,

Reference 6

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raw_fallback, observed 2026-08-08T16:32:11.028996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 1612af82-6cb4-4870-b4b9-530b8ad3e58d · outbound

This paper cites Fully convolutional cross-scale-flows for image-based defect detection,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Fully convolutional cross-scale-flows for image-based defect detection,

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 912f2219-cc10-4c42-b333-ce2bb2f6f42d · outbound

This paper cites Cutpaste: Self-supervised learning for anomaly detection and lo- calization,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Cutpaste: Self-supervised learning for anomaly detection and lo- calization,

Reference 8

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raw_fallback, observed 2026-08-08T16:32:10.996558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:09.916714Z digest=sha256:36fedefbac72355186cd704edcf257e64e3fac78336131a28ea2b47a071debf5

Observation f399164f-e519-4096-a839-4289e3ea6c3b · outbound

This paper cites Iddm: An incremental dual- network detection model for in-situ inspection of large- scale complex product,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Iddm: An incremental dual- network detection model for in-situ inspection of large- scale complex product,

Reference 9

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verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.981877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:09.921137Z digest=sha256:61ca4e943968acc9ab1b882eb2b5b23bae704ab6aa697e84fa860bc86188d129

Observation 83b929ef-d297-4ed6-b351-d4b466e9b3da · outbound

This paper cites Towards continual adapta- tion in industrial anomaly detection,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Towards continual adapta- tion in industrial anomaly detection,

Reference 10

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raw_fallback, observed 2026-08-08T16:32:10.967252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:09.925363Z digest=sha256:ab329bd30c441fa88db90325998a10b75ffacc893a8922d0810a09a126d9551f

Observation a532cc25-4f30-4e5c-af15-11e5ce325ee6 · outbound

This paper cites Cross-modal alternating learn- ing with task-aware representations for continual learn- ing,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Cross-modal alternating learn- ing with task-aware representations for continual learn- ing,

Reference 11

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raw_fallback, observed 2026-08-08T16:32:10.952328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:09.929648Z digest=sha256:b3d2c1dc514515570d0694b320afd94d5a088c369f2986904ad0848ecbe98da8

Observation 635f5358-fbc0-4c69-ab27-0d4437b78e5c · outbound

This paper cites Realnet: A feature selection network with realistic synthetic anomaly for anomaly detection,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Realnet: A feature selection network with realistic synthetic anomaly for anomaly detection,

Reference 12

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unresolved
no resolver link, observed 2026-08-08T16:32:09.934278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:32:09.934278Z digest=sha256:46e771cafdd4a309490323bc4e1944793376ef549c0cbc8a42165e56a2b4ab0f

Observation 6234ed7a-cac3-48eb-bd0d-2fa652bac072 · outbound

This paper cites Towards total recall in industrial anomaly detection,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Towards total recall in industrial anomaly detection,

Reference 13

Resolution
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raw_fallback, observed 2026-08-08T16:32:10.928101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:09.938493Z digest=sha256:ba7ead1637ec22c61776e7c041de4273cd6dcb3c9c9aaa5da2989c4475b6d34a

Observation 28b79703-97f6-4904-87b4-70ba9c1762f4 · outbound

This paper cites Uninformed students: Student-teacher anomaly detec- tion with discriminative latent embeddings,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Uninformed students: Student-teacher anomaly detec- tion with discriminative latent embeddings,

Reference 14

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raw_fallback, observed 2026-08-08T16:32:10.914060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:09.942816Z digest=sha256:124e9f9d710e6830db4c86579d029988559fb8fd14c5603514edb93ea0dd14d8

Observation 24031c59-6889-49da-971c-844c8dd3d8f8 · outbound

This paper cites Multiresolution knowledge distil- lation for anomaly detection,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Multiresolution knowledge distil- lation for anomaly detection,

Reference 15

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raw_fallback, observed 2026-08-08T16:32:10.899527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation f4b15540-b0c3-4262-9a78-23875b1108e2 · outbound

This paper cites Anomaly detection via reverse dis- tillation from one-class embedding,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Anomaly detection via reverse dis- tillation from one-class embedding,

Reference 16

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verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.885029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:09.951283Z digest=sha256:2b8e5a817fe4e6e4b3772c5b317b7352b28fc503db919f386c953fabc2afcd4e

Observation b983c88e-4e8f-4afb-a084-5824f3fbdbf6 · outbound

This paper cites Revis- iting reverse distillation for anomaly detection,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Revis- iting reverse distillation for anomaly detection,

Reference 17

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raw_fallback, observed 2026-08-08T16:32:10.870751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:09.955362Z digest=sha256:f7c4aef51faf071faa375724a84cec8ab2140fa400de2ac57bf7b82df9d120d4

Observation 9eca2a21-44e6-4df5-b34a-17fd9f63492d · outbound

This paper cites Efficientad: Ac- curate visual anomaly detection at millisecond-level la- tencies,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Efficientad: Ac- curate visual anomaly detection at millisecond-level la- tencies,

Reference 18

Resolution
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raw_fallback, observed 2026-08-08T16:32:10.856411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 6c5c3086-13c9-40bd-83a6-89d711d512cc · outbound

This paper cites Grounding dino: Marrying dino with grounded pre-training for open-set object detection,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Grounding dino: Marrying dino with grounded pre-training for open-set object detection,

Reference 19

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raw_fallback, observed 2026-08-08T16:32:10.841415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:09.963986Z digest=sha256:470dc27b1c28420c681328189f7ce742c976723e1f44a58d7f583adfbf6b1c49

Observation 83264b66-5650-4ff7-816f-1e078b0a1e52 · outbound

This paper cites Segment anything,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Segment anything,

Reference 20

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raw_fallback, observed 2026-08-08T16:32:10.825750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:09.968614Z digest=sha256:17d4fa9e6d2a563b5d6d03204c5526cc279e6f93c688a659e408f4771ba993af

Observation 098e2c5d-7a1c-4557-97ae-1de36d700877 · outbound

This paper cites Winclip: Zero-/few-shot anomaly classification and segmentation,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Winclip: Zero-/few-shot anomaly classification and segmentation,

Reference 21

Resolution
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raw_fallback, observed 2026-08-08T16:32:10.811894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:09.972984Z digest=sha256:32bc46994932aefb581c21a9bfdacfe5c0e837c92c6f3bd2c0eddc69bde68927

Observation 496dae9d-4b3e-4f56-a80e-7fa9ac0c635d · outbound

This paper cites Adaclip: Adapting clip with hybrid learn- able prompts for zero-shot anomaly detection,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Adaclip: Adapting clip with hybrid learn- able prompts for zero-shot anomaly detection,

Reference 22

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verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.797204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:09.977153Z digest=sha256:ec73f9db679835f101f0d3a4b1045a52bd678354557d586e617601694d2469bd

Observation 0076a537-f097-4ecd-82a4-cead430af7ba · 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.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in 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 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:32:09.981435Z digest=sha256:5afee276c0a18de22078070c1433a272d6d6ef4025e6160820c47eacc0b8e560

Observation c8a78d5d-cf0e-45f0-a5f7-718e74ed94b2 · outbound

This paper cites 2nd Place Winning Solution for the CVPR2023 Visual Anomaly and Novelty Detection Challenge: Multimodal Prompting for Data-centric Anomaly Detection.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection 2nd Place Winning Solution for the CVPR2023 Visual Anomaly and Novelty Detection Challenge: Multimodal Prompting for Data-centric Anomaly Detection

Reference 24

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no resolver link, observed 2026-08-08T16:32:09.986114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:32:09.986114Z digest=sha256:12bde1186e0525e053abf2d9e3fa1670d032983f819a94cfc8140deac202c488

Observation 67beb572-fa12-42c8-ab8c-6d7cdee63cd7 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection DINOv2: Learning Robust Visual Features without Supervision

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-08T16:32:09.990975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:32:09.990975Z digest=sha256:c3981d84e3406c04bfa5b975a7fed94cf34f9ba98c499752fdd11368c9c8295c

Observation d4a2a837-2f52-4620-9e7b-5af4fccf9174 · outbound

This paper cites Patch svdd: Patch-level svdd for anomaly detection and segmentation,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Patch svdd: Patch-level svdd for anomaly detection and segmentation,

Reference 26

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verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.782660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:09.995767Z digest=sha256:7090802d284ebed64b330d658ed4f5dd4a8738b8ffa2718b3fbf40f2661a7b7c

Observation bde981b3-fbf8-4d80-b5db-c3a387316c81 · outbound

This paper cites Promptad: Learning prompts with only normal samples for few-shot anomaly detection,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Promptad: Learning prompts with only normal samples for few-shot anomaly detection,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.768205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.000027Z digest=sha256:5e119c20c4679c8d97f8a2c51ad539ef7b7cc2d45f2eb26777931791f9f30023

Observation a97f7794-2902-4327-9651-4c0782c00d99 · outbound

This paper cites Mocca: Multilayer one-class classification for anomaly detection,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Mocca: Multilayer one-class classification for anomaly detection,

Reference 28

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unresolved
no resolver link, observed 2026-08-08T16:32:10.004527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:32:10.004527Z digest=sha256:63cb72549497dbe87b35c79a09c828e06cdd2452011cf925e1b4a679e4e7a8ae

Observation b62f4d6a-c770-49b9-bb88-fec620ec3909 · outbound

This paper cites Simplenet: A simple network for image anomaly detection and local- ization,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Simplenet: A simple network for image anomaly detection and local- ization,

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.744063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.008754Z digest=sha256:7fe282fd0fdea42d52506c1c817483ca5014c890f9a81de1e51c42896e3f75dc

Observation 09efd00d-d1f0-487c-aa7e-4233f7267d19 · outbound

This paper cites Anomaly detection under distribution shift,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Anomaly detection under distribution shift,

Reference 30

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raw_fallback, observed 2026-08-08T16:32:10.729964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.012821Z digest=sha256:5f7fe5f4e30e02cda3202b36d3ea88c0ab60082394609d63ca0eb122376150b0

Observation c6d4899d-25fe-4a83-9a00-fccd8be80b62 · outbound

This paper cites Ms- flow: Multiscale flow-based framework for unsuper- vised anomaly detection,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Ms- flow: Multiscale flow-based framework for unsuper- vised anomaly detection,

Reference 31

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raw_fallback, observed 2026-08-08T16:32:10.715011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.017142Z digest=sha256:fe3a98017eac698d421be5676b106123b4a65d86f4558c25706ad5ad21d0b516

Observation 036edc68-14ad-412b-a81f-448749dc1dc4 · outbound

This paper cites Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore

Reference 32

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no resolver link, observed 2026-08-08T16:32:10.021545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:32:10.021545Z digest=sha256:f421472dee69e7bc2608c7f9414652d5257c0857b52074bde37c2cd92e0968f6

Observation 18d9687e-5f8d-4c1d-8094-48f7a7eab5a1 · outbound

This paper cites A unified model for multi-class anomaly detection,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection A unified model for multi-class anomaly detection,

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.700445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.026069Z digest=sha256:03f713e6f5f445fc7b05637d703bb82c1ea48c8533bccb07b6ea511e71d16e6d

Observation 3e42dc52-547b-42b7-8579-cc552970283a · outbound

This paper cites Omnial: A unified cnn framework for unsu- pervised anomaly localization,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Omnial: A unified cnn framework for unsu- pervised anomaly localization,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.685480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.030368Z digest=sha256:41f7921bf5718b4bc0b23dbdd81b2ea8bc12f6ff37f09306c04efa6576e6377a

Observation 6d31c9a7-d58d-4386-8285-eac31b7e51a4 · outbound

This paper cites Long- tailed anomaly detection with learnable class names,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Long- tailed anomaly detection with learnable class names,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.671037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.034542Z digest=sha256:0b681ad87255d70866d57b4e980330d562dc7480cc48437365522c81f7d99ce1

Observation 8d079443-234f-4038-80de-b3197766c5ab · outbound

This paper cites Natural synthetic anomalies for self-supervised anomaly detec- tion and localization,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Natural synthetic anomalies for self-supervised anomaly detec- tion and localization,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.655871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.038871Z digest=sha256:c7de8d13a68389e4e78a369664824f9921ba4a9345a28c6a477240807c4a4763

Observation 8b0caabb-e6ec-4545-ba85-36e38ab87070 · outbound

This paper cites Multimodal parameter-efficient few-shot class incremental learning,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Multimodal parameter-efficient few-shot class incremental learning,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.639197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.043151Z digest=sha256:2c998f86fc17c1de48e3ee79e43fe73b9bc32730ac52d1a80e64b11a363b2d33

Observation f6941f43-66a6-45fb-b871-ce55b8895882 · outbound

This paper cites Draem- a discriminatively trained reconstruction embedding for surface anomaly detection,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Draem- a discriminatively trained reconstruction embedding for surface anomaly detection,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.624528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.047399Z digest=sha256:5bc805a208feec5d125f7501c03d119db34d9b1eadccc85c1d0ffe2d0bcb534d

Observation 7eca1fdc-2166-4905-8d5a-38899a28a958 · outbound

This paper cites In- dustrial surface defect detection and localization us- ing multi-scale information focusing and enhancement ganomaly,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection In- dustrial surface defect detection and localization us- ing multi-scale information focusing and enhancement ganomaly,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.609683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.051618Z digest=sha256:91bf23e4602ee7c6cd8a52c5ac52d6e35f9ccad3e7a90f3db1bc1d245a55fb2e

Observation 0905dfae-fc01-41e7-9917-489c6bc073b9 · outbound

This paper cites Prior Normality Prompt Transformer for Multi-class Industrial Image Anomaly Detection.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Prior Normality Prompt Transformer for Multi-class Industrial Image Anomaly Detection

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-08-08T16:32:10.392279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.055771Z digest=sha256:4166dabef40c5a14970ff6376f773543de483e44e466a22e0fd6ae2577f80751

Observation 88eb6523-e712-49c0-a629-57ce80bbbb63 · outbound

This paper cites Unsupervised continual anomaly detection with contrastively-learned prompt,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Unsupervised continual anomaly detection with contrastively-learned prompt,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.594921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.060379Z digest=sha256:7b2524cfb8327f23195a04698ea297221ff8ca55868905d068dd1b3295881a7e

Observation de0d3933-9c61-41a3-8a9d-e4d790d3fcfd · outbound

This paper cites Riemannian walk for incremental learning: Un- derstanding forgetting and intransigence,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Riemannian walk for incremental learning: Un- derstanding forgetting and intransigence,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.580662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.064677Z digest=sha256:0b45b3bea73aff03e1c562691d0ba4e4836dc075fb080965cc5c2e18067f593a

Observation 47932a81-8bbe-4732-be8e-bfb0201f597b · outbound

This paper cites Imagenet: A large-scale hierarchical image database,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Imagenet: A large-scale hierarchical image database,

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-08T16:32:10.068969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:32:10.068969Z digest=sha256:354ad2ef59e88083254bdf7c2e801c9fef1457c76a43c3f91d0f727980a524ed

Observation 90c76299-ca84-4937-b4b7-0990fe31d670 · outbound

This paper cites Anomaly localization by modeling perceptual features.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Anomaly localization by modeling perceptual features

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-08-08T16:32:10.371937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.073495Z digest=sha256:981c8c20854addc5e6101c3214a7a34ebc4b0f87cea5a4613944a0f72620782c

Observation 9a4de94c-53ac-40e2-83b4-bbb820db6baf · outbound

This paper cites Sub-Image Anomaly Detection with Deep Pyramid Correspondences.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Sub-Image Anomaly Detection with Deep Pyramid Correspondences

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-08T16:32:10.078135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:32:10.078135Z digest=sha256:572c0e686df60ece1f9e0ba7a8a04d0bd09f005d69ec05ab2f3d810a68345e0b

Observation a2cf3ae0-e740-464f-b098-0c6de5774517 · outbound

This paper cites Padim: a patch distribution modeling framework for anomaly detection and localization,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Padim: a patch distribution modeling framework for anomaly detection and localization,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.556663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.082639Z digest=sha256:995bf55cff49fff03ec4b27e3b0c66f37917f4b60cb65a5282d1dd8e5e73a41a

Observation 00acdb59-b451-4afd-bd4b-3bc8d27f0684 · outbound

This paper cites FastFlow: Unsupervised Anomaly Detection and Localization via 2D Normalizing Flows.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection FastFlow: Unsupervised Anomaly Detection and Localization via 2D Normalizing Flows

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-08T16:32:10.086728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:32:10.086728Z digest=sha256:96999b109ed9ee4e2bbf7e06da06da1a061ce6311bd6fba2d024edfddbd2c19d

Observation a6daf8c1-beac-45e4-be75-6034871898d7 · outbound

This paper cites Reconpatch: Contrastive patch representation learning for industrial anomaly detection,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Reconpatch: Contrastive patch representation learning for industrial anomaly detection,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.542506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.091173Z digest=sha256:51b7eaee76ab7bbe3c5e91621c3585cfc05858aa9f5d083b207ef05794f27a71

Observation c5b60f86-4c09-4b4b-9832-9a8878b1f513 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Adam: A Method for Stochastic Optimization

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-08T16:32:10.095365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:32:10.095365Z digest=sha256:b416467e96bcf7b431e86050c8102d17801dfd2b1ec849f285354b6f3684658c

Observation be418687-2a6b-4204-90e8-de39479b0482 · outbound

This paper cites Dual- prompt: Complementary prompting for rehearsal-free continual learning,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Dual- prompt: Complementary prompting for rehearsal-free continual learning,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.527759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.099931Z digest=sha256:38f3f4502c0ae478a8b91ca1b21d1fa40dff04125868114cf33d9a5907600e1d

Observation c2639931-67bc-4701-aaf3-1a2431928e9a · outbound

This paper cites Learning to prompt for continual learning,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Learning to prompt for continual learning,

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-08T16:32:10.104164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:32:10.104164Z digest=sha256:f775696058271687c1dca99b0cc7539e4470bedabe7e5cfd7303cf16cb950e4f

Observation 36009483-bcb2-4527-936c-97c862c95bf5 · outbound

This paper cites Visual prompt tuning,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Visual prompt tuning,

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-08T16:32:10.108498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:32:10.108498Z digest=sha256:59540c48c6054ddce50d2aaeded3491d7dc43e7b7a0221d4bc93754f14252ecd

Observation a6b9de86-cc85-4ce5-ba1f-eaa1c60946af · outbound

This paper cites The farthest point strategy for progressive image sam- pling,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection The farthest point strategy for progressive image sam- pling,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.494938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.112720Z digest=sha256:2e9e1a26e55cefaea0c414313449d2b0b1bb5b973407350583b6828503e9fe68

Observation 19ea354b-3269-4a27-a0ee-e1dd2f8dd12c · outbound

This paper cites Class-incremental learning: A sur- vey,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Class-incremental learning: A sur- vey,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T16:32:10.480412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.117011Z digest=sha256:f6834c4062fd29608b66dac70c8650a4e09f189937f319a554a0d7c01bfaeb82

Observation b7f4695c-2408-4077-9774-2581c6afe3d0 · outbound

This paper cites A Survey on RGB, 3D, and Multimodal Approaches for Unsupervised Industrial Image Anomaly Detection.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection A Survey on RGB, 3D, and Multimodal Approaches for Unsupervised Industrial Image Anomaly Detection

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-08-08T16:32:10.306015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T16:32:10.121179Z digest=sha256:9adf6c36aa74a4145479b48d0bb3882895498590dd9842eb911eeb002d02c112

Observation 10fed281-0b17-43c7-bc86-0d3c5b193323 · outbound

This paper cites Recent advances of multimodal contin- ual learning: A comprehensive survey,.

Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection Recent advances of multimodal contin- ual learning: A comprehensive survey,

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-08T16:32:10.125955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T16:32:10.125955Z digest=sha256:b46e233af10517c1b2f83f1a2d9d8c7d12532aef2798008ebac0d75e8625cb67

Pith citing papers

Observation e9c229fe-dd84-4a53-9756-874bea4d5650 · inbound

DeCoFlow: Structural Decomposition of Normalizing Flows for Continual Anomaly Detection cites this paper.

DeCoFlow: Structural Decomposition of Normalizing Flows for Continual Anomaly Detection Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-07-04T12:49:52.963780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-26T05:48:58.268345Z digest=sha256:5486aed308d5f3783f8eb12228dbc109ed1dbd391e7f47e8c2496531f7b82b49

Observation d95edc5d-1ac8-42fa-9c20-582101374dfd · inbound

DeCoFlow: Structural Decomposition of Normalizing Flows for Continual Anomaly Detection cites this paper.

DeCoFlow: Structural Decomposition of Normalizing Flows for Continual Anomaly Detection Multimodal Task Representation Memory Bank vs. Catastrophic Forgetting in Anomaly Detection

Reference 41

Resolution
unresolved
no resolver link, observed 2026-07-12T11:56:43.996418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T11:56:43.996418Z digest=sha256:a759bf0b6a5f935427686f09a04a86aa1a898da5ae5852e5ac2daf9757169e2d