Paper Citation Record · LEDGER

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels

As of 12 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 1 inbound Pith citation observation for arXiv:2501.11959.

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

pith.paper-citation-record.v1
2501.11959 v1

Coverage vector

measured 75 of 75 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:45:46.119202Z

measured 76 of 76 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:17:00.513139Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T12:17:04.947929Z

Reference resolution

75 of 75 outbound references displayed

verified exact5
verified fuzzy1
unresolved69
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5435bfe3-e010-4282-9cc3-1aacd58ee60d · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:45.873584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79b37588-ac79-4f9b-9de1-79ffeb7bce84 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.776765Z

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 78919598-fc2e-413f-941a-ac256c3310c4 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.766740Z

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 116d1029-7c11-4673-997b-159addb82750 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.756044Z

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 e7c86888-7963-49b3-91a9-aff4c5eaafd3 · outbound

This paper cites LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-10T17:45:46.292194Z

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 1662c77f-a38b-494f-a4f2-7a72effd78f0 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.745750Z

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 6ca513f4-d49c-4fe5-8237-7e7b685913cd · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.735115Z

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 ff32a36a-7d51-40ef-ada2-13aa460ff8db · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.725189Z

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 6b4f10b0-bb94-44b6-a83b-389f554ab6de · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.715582Z

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 d19ac2c8-24bb-44ef-b17b-f7de19d4a5e9 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.705935Z

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 fdda039c-fab9-4658-82f0-9eea0113cace · outbound

This paper cites RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:45.913285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea79a9da-91b7-43e3-9be0-bd56e3af1d5f · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:45.917079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f13d41c-5bce-493a-aca8-a5405ecbedd3 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.691083Z

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 65a427b7-2618-41c4-8724-42362eac4ca1 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:45.923737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32855cb7-0ae8-4e3f-9af9-2a7dd8c48336 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:45.926802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f469253e-bd90-4e88-866f-549d505c2108 · outbound

This paper cites When Model Meets New Normals: Test-time Adaptation for Unsupervised Time-series Anomaly Detection.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels When Model Meets New Normals: Test-time Adaptation for Unsupervised Time-series Anomaly Detection

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-10T17:45:46.269621Z

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 a2e29b1d-2ab4-47b7-86c0-346f7733e6f6 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:45.933493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f05fcbc-f128-4959-84cd-edc23c111b40 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Adam: A Method for Stochastic Optimization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:45.936961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cab06269-0045-42a8-867d-9986f20194e5 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.664361Z

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 a8bb068a-8768-42f4-9893-f66932feeaaa · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.654785Z

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 df6f52a2-44cd-4923-b562-3375f15cc0ee · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:45.946712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a27c518c-bab9-46fc-80a6-f66e4caad98d · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.639635Z

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 c0c33d7a-7d26-4eb0-b796-fd890ed116bc · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.629361Z

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 c1050376-3dcf-4135-ab86-f48df3170d41 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.619659Z

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 87d1c120-27d3-4340-91c2-9aba0003a3b3 · outbound

This paper cites Network In Network.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Network In Network

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:45.959020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c93a678-9df0-4a8a-b6a8-2a67a7d1c936 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:45.962876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97445456-7f1d-4e6e-80eb-97eed7c7b709 · outbound

This paper cites TreeMIL: A Multi-instance Learning Framework for Time Series Anomaly Detection with Inexact Supervision.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels TreeMIL: A Multi-instance Learning Framework for Time Series Anomaly Detection with Inexact Supervision

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-10T17:45:46.240001Z

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 808902b1-6f7c-46be-af29-6a17ba5b1ed3 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.602356Z

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 d58b4bf4-9551-4d55-951f-de30443c0cf0 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.592308Z

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 8cac4375-4a35-4063-9e0d-51c13c8f1cae · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:45.975869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cfd500a-55ed-4cb2-aae3-386e4f67466a · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.577230Z

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 8b6985fe-330d-4876-9d73-84fedf72683e · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.567236Z

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 b663c592-2cd3-44b3-b91e-a8d6cac4e271 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:45.985100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61aed8da-228d-48c3-a952-c91a42f4ee4c · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.551019Z

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 a0c3cf59-02c7-4b28-b82a-244a23959418 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:45.991698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f773726-7f8c-46b4-901b-33718630c881 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:45.999306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a136831-bc58-4f51-8011-d7c08ff26ae7 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.002978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d851c2f-78d8-4818-9368-7aa8c5cc89ee · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.006516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67a6f5bf-dfd9-40f0-8977-2e0537084685 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.517900Z

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 d4c3c596-c5cb-43af-9b4f-4dcb3c493130 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.013123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 628da295-ab29-416a-bcd2-b98b6cfaaabf · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.502835Z

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 b9276b2f-7200-4c2f-82c5-a3dc039e4097 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.022674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 955e1e7f-daa8-4fa6-82d8-87ec7a9670aa · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.025821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c77e34af-0b97-4d91-8409-b34c08c300a9 · outbound

This paper cites PeerJ Computer Science 7 (2021), e757.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels PeerJ Computer Science 7 (2021), e757

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:45:46.492851Z

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 e9eaabd4-daa3-4816-a949-f734141aa22b · outbound

This paper cites Unraveling the "Anomaly" in Time Series Anomaly Detection: A Self-supervised Tri-domain Solution.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unraveling the "Anomaly" in Time Series Anomaly Detection: A Self-supervised Tri-domain Solution

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-08-10T17:45:46.218483Z

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 42ff5670-1a92-4f5b-86bb-2788dead1d03 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.035490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5240cb1-277a-472e-bc5b-a2c6177002e8 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.472329Z

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 b6731b41-60f2-4117-afce-85e0a2218707 · outbound

This paper cites To Smooth or Not? When Label Smoothing Meets Noisy Labels.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels To Smooth or Not? When Label Smoothing Meets Noisy Labels

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.041808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82f6d2fd-c872-42cd-b582-3b8b62ca2ddb · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.045268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2507073-fccf-4358-b65f-0c51461a4322 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.456613Z

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 e4d41b7f-c035-4e0d-9c69-9543ebe7fd9d · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.054951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcb4db67-c748-46ab-82df-4d49a8b721e2 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.057971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 253604fd-a181-45ac-9237-78a84855edd6 · outbound

This paper cites Learning with Noisy Labels Revisited: A Study Using Real-World Human Annotations.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Learning with Noisy Labels Revisited: A Study Using Real-World Human Annotations

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.048367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 270a12f0-7273-4f13-a295-fe25fe2ac241 · outbound

This paper cites TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.051690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcd731c7-9013-4ac3-8174-352e421ddad6 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.424104Z

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 1d544b54-0619-402c-b00f-66e114737eb1 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.414693Z

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 4e457571-9e6c-46f2-84c9-8568edc6f427 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.061338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f5fbd48-735f-4cc5-8e12-04b9ad695801 · outbound

This paper cites Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.064355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff0724a6-25e4-477b-8d4d-ba5ab5ef70dd · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.389339Z

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 d802d5a5-1b80-4441-99f4-b1708eba12d9 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.379010Z

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 af9d77c4-c6fa-4528-97bc-a4511a4386cb · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.074614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0e0669d-42b4-497b-861b-cb20fdf9d3f5 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.399203Z

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 4fd06cfa-3b34-45a3-a5a7-97d98a0ffd1b · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.093539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff8be591-8d04-4e97-b5d0-9a793d662d68 · outbound

This paper cites One Fits All:Power General Time Series Analysis by Pretrained LM.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels One Fits All:Power General Time Series Analysis by Pretrained LM

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.099636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c6945b1-4197-498e-ab30-8955d71884e6 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.369350Z

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 8fd29300-c0ff-4899-85db-1b125bc789cc · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.360177Z

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 540a060f-01d9-4f4d-bb59-d77da4e4f20d · outbound

This paper cites The Rich Get Richer: Disparate Impact of Semi-Supervised Learning.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels The Rich Get Richer: Disparate Impact of Semi-Supervised Learning

Reference 67

Resolution: verified exact; local_arxiv, observed 2026-08-10T17:45:46.162919Z

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 1ac3f97d-7f48-4297-84ba-e0cba9b387ee · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.320361Z

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 be8a3672-dea8-4e68-9652-40db301976d0 · outbound

This paper cites Unmasking and Improving Data Credibility: A Study with Datasets for Training Harmless Language Models.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unmasking and Improving Data Credibility: A Study with Datasets for Training Harmless Language Models

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.115750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe7490fd-1eba-43f1-9c6c-95ea608a4275 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.338719Z

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 a38b8496-ac1e-428c-ae90-0841bc22c67e · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.329585Z

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 fbe529ca-c6ec-429d-bc07-dd5261620d53 · outbound

This paper cites an unresolved cited work.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:45:46.310919Z

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 0f1707ea-3eac-4b01-ba0b-5e0d943caac2 · outbound

This paper cites WaveNet: A Generative Model for Raw Audio.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels WaveNet: A Generative Model for Raw Audio

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:45.995849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f642ade-90cd-4d05-b100-ccc6fecc44fd · outbound

This paper cites Neural Contextual Anomaly Detection for Time Series.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels Neural Contextual Anomaly Detection for Time Series

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:45.888418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3375fb9-0e53-4b5d-a5b0-60365c1cb561 · outbound

This paper cites In International Conference on Machine Learning.

Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels In International Conference on Machine Learning

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-10T17:45:46.096532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b3165348-60b3-4840-b062-17296c24f47d · inbound

Cluster-Aware Causal Mixer for Online Anomaly Detection in Multivariate Time Series cites this paper.

Cluster-Aware Causal Mixer for Online Anomaly Detection in Multivariate Time Series Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels

Reference 2024

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:17:05.043737Z

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.