Pith. sign in

Paper Citation Record · LEDGER

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies

As of 23 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2505.20765.

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

pith.paper-citation-record.v1
2505.20765 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:52:31.484470Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

57 of 57 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved52
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4a39a9db-78e6-48d8-9f41-029147092bcd · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:41.771216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:26.243753Z digest=sha256:766f4dab1b31611d3ba7fde546e757b075bc42dca7a56f419f39f7762e483666

Observation 1c0351b9-2075-4b82-9e74-98d86488ef50 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:41.528979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:26.298935Z digest=sha256:8e07ca3f4febb36ef21a7d0945225193a99a2499a2a9a9a6fb5cf41c234c2950

Observation cbd34200-2f90-4081-92ca-846dbecf2b38 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:41.392999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:26.411952Z digest=sha256:00f42ad456013320d281aa5c6b489289047efd2b4b8f607e2e34e88820f4e189

Observation 3931bed5-cc80-437e-a300-feaa60f97e36 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:26.533208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:26.533208Z digest=sha256:56cdbf680d15efc7cd27ce6cd23cc47bf73ce6571a715ed2eff5a3eb21e76664

Observation d54bd715-3972-4c60-99b6-4c1e4f0b08a6 · outbound

This paper cites Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:26.658989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:26.658989Z digest=sha256:d074afe435483b252542e6bb76ab248927e1dcddd41fb5185e776539686ad343

Observation aee09de6-5c73-4b66-b0f5-ca0463fe8373 · outbound

This paper cites Carmona, François-Xavier Aubet, Valentin Flunkert, and Jan Gasthaus.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Carmona, François-Xavier Aubet, Valentin Flunkert, and Jan Gasthaus

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:41.159829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:26.763019Z digest=sha256:1cd7f3ce45b1f67537a44c4e0aa39efaa26ce176292901b05071ce6c9a20ba96

Observation 0b323123-8ed2-46ae-973f-d69abe455f72 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:40.734545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:26.992779Z digest=sha256:f7688d9731af108c9adc0de19f05bb669ff35daca368a343bd2433f35afc2c5d

Observation c7e86867-d395-4981-b185-bac7447f4159 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:40.486973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:27.155127Z digest=sha256:8b9451c87da2312300ae3dd22b5c6b897071e86b549c42d3a69aeb9b5ec61729

Observation 4da529a3-7c42-44e2-989c-fe72717f0caa · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:40.213116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:27.277803Z digest=sha256:a0bdb1f796bf1c680458a74cabee189d97a98f0a529366ac81d09138cba3918d

Observation e06fb302-41e6-4364-9813-d184e5bee7da · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:27.396512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:27.396512Z digest=sha256:55093977d2e9d0c09b5a63628dd302d9fb9aa932332dca6896d54b0c59fcaa8f

Observation 9d6f9ef0-7bfd-4507-ada9-ceec7732b563 · outbound

This paper cites Improved Regularization of Convolutional Neural Networks with Cutout.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Improved Regularization of Convolutional Neural Networks with Cutout

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:27.486014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:27.486014Z digest=sha256:abd4a79776f80d213fce0900b827230afab1767da28e76ff6cd57944a056266c

Observation a0a962a5-e5fb-41c1-9b89-ccaf18fe7936 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:39.934686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:27.634954Z digest=sha256:c28055bc407d62d03b0c6c477ea82f2a26b3d50f9d23e0b38735bb05ad4d530a

Observation 1bf717b1-52d2-4b0b-9d75-d6eecd8ef8cd · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:39.655427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:27.700722Z digest=sha256:15c108bd17c6b51f679861b996a58f41a9c7c9f660234bd1990c7360b2d7eb59

Observation e98c2cbf-cbf1-4e40-9e0b-b51d849a5fb4 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:39.479654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:27.786610Z digest=sha256:3ef5c80ec683c92f5716fc1f9238a2c6f82cb1cc844348c6589e3b348bfb8277

Observation d4ca8fc1-4206-49be-a26b-025b998492f6 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:39.264962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:27.853707Z digest=sha256:bbe81f025fb5e6fd721fd5a94472b48fd08c3397e37ba593bf8fbeb791f45293

Observation f8e4ee96-3f21-4f04-bb76-b26edea012be · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:39.116340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:27.928732Z digest=sha256:dd638d8a04c6c2aa512bcacbc313dbdec605f6373310a43c0a8d67ca68761ced

Observation d7fd0147-25f7-4255-ad61-a131e0f6e16d · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:38.918040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:28.019226Z digest=sha256:7883a4d00e3feff95d9bba47eb31ebbd4b502fa60f33cf466e766cec26ebf1c3

Observation 103a3b6f-0bc2-4aac-90f9-f289ffdab238 · outbound

This paper cites AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly Detection using Data Degradation Scheme.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly Detection using Data Degradation Scheme

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:28.093576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:28.093576Z digest=sha256:31f18d2805ad272f98b781ea33e09ec3dff41cd1e23e215a234413c8225bbad8

Observation 965838d3-e172-423b-afa4-ab4b0c1a2273 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:28.210708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:28.210708Z digest=sha256:9c2100fc79f37693fd6e58369e72b141b53c5affd097dfa787049aff07b12856

Observation 50784f9f-97ca-455f-8ebe-80f53bb8e853 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:38.654078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:28.398479Z digest=sha256:83b096f29a1a9dbd926c0ee04b30e8ade5a730c06a88a85b659b02bc22e264d8

Observation ec6ea95b-e37a-4efe-babd-b56e02490e1b · outbound

This paper cites In AAAI, Vol.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies In AAAI, Vol

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:38.779587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:28.283939Z digest=sha256:c9e624d7563544ab5a5de51517e75e9883341e7da47a5632cd08197bb634a110

Observation 614031e5-6b04-4218-9b17-b37aaf8cd01c · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:38.345342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:28.662161Z digest=sha256:a7619541412604d1bd54ed2bd1642899490e2d93cd02a5443967b1fd4226a8f2

Observation a2efebea-021c-4b38-8b56-9698a95ae1dd · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:38.505474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:28.536936Z digest=sha256:12762faa4684ffa70be4b54f456aac13867b545c2b6e01ed6e7f27020a1bacd0

Observation b3707424-a48b-4317-9df2-8a98dd91c897 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:37.824390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:28.814288Z digest=sha256:fb523a2a7167424e7057e116ebf6327327bea4787efa49eb5e9dacce1a6bf457

Observation 65a1e001-28a5-4344-8244-747c208a25dd · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:38.109256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:28.747986Z digest=sha256:27f23cdaa297b19d18633ce1f053b67e8f347c82902a7fe97557026915934a41

Observation ba0c8233-9c2f-44b0-8657-c5a0b952f13e · outbound

This paper cites LSTM-based Encoder-Decoder for Multi-sensor Anomaly Detection.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies LSTM-based Encoder-Decoder for Multi-sensor Anomaly Detection

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:28.965089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:28.965089Z digest=sha256:8374d8e56e0d73c681907f33230ae8507be4a195883c369aad1031e654fb92b3

Observation f9288b95-1c57-4595-80fb-2407f82bc310 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:37.541952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:28.898548Z digest=sha256:2bdd3793808265a3b955100a24d3d4a53d51010294f01a58905a7163133c7ce8

Observation 9f52c6d2-f60a-477c-a9db-553d2d85fda3 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:29.109408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:29.109408Z digest=sha256:58ae59d9a226c2edd8aa784aa7c26385b7d12e6d87c2e82f6efbec857e1f690c

Observation dda131ea-12cc-4c62-a8ac-4d4a548f5228 · outbound

This paper cites Tsay, Aaron Elmore, and Michael J.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Tsay, Aaron Elmore, and Michael J

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:37.256929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:29.033961Z digest=sha256:de4f3b356255437b2007967e30dd4676c04e85b120670fc8ffd0d096f3363899

Observation 7fbfa531-d814-4da1-b42e-7627f5a7395a · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:36.735028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:29.278384Z digest=sha256:298527ed8e4365a6e90971ca4dfa05d5b17d73dc552d1241e03d07a9b680615d

Observation 8121981f-7c58-4abb-b4c2-5212ada730fa · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:37.011677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:29.214898Z digest=sha256:3a7dc2234020c35b7bd5af0eb9686821549d3329f2472f4fa3965798538732cc

Observation caed4b19-5202-42e4-9495-37c692e933a1 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:35.909503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:29.471016Z digest=sha256:170b62db180da115f19db93bfe95769f7d0e7c1e40f3dbf4baa65fb55b705e75

Observation 8310bf32-954f-4d2e-8786-b57938278b97 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:36.450806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:29.346032Z digest=sha256:d378ce90cc01f0322827d9a8b11ea3d93abee8ac272016eeb3467ebd2af9134e

Observation 5e48a74f-6425-4fa1-a423-76b82756ffc8 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:35.524614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:29.586980Z digest=sha256:9b99b1a9d69bfd39425ccaa2dfe13c5e0896f36de260342e3a35ee451fc81218

Observation a9841ddd-9ccf-4fda-9850-56bb4c007e1e · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:35.272690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:29.648840Z digest=sha256:24f39a9ac2aa5ba76293fa36f5239aaddabb553f222ec0e360de21bfb5173569

Observation 9a398a02-55af-49d8-9c41-ef4d40adcb6d · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:35.730054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:29.521252Z digest=sha256:931cabed982bd7f03fecd4855041dc0d0fba57f9f7f9ca2dd5d6743b46b81dfa

Observation cf1852eb-62d0-4fe9-883b-75b7d4027bbd · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:34.671832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:29.838640Z digest=sha256:e8c3d360b978f5161e39b1915353f7f5feb808d12aca9a0e135bc2627d5e638a

Observation c3d01883-6d94-4438-8ebe-d0697d02f3be · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:34.522805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:29.885725Z digest=sha256:fd114ca1fd70b3fffd77e1e5836a03e80e2a64ecb3113140afc21f49cc1b342f

Observation 3fd90eb7-d1de-4282-ae6e-0e08b598c76c · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:35.085943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:29.705510Z digest=sha256:5bf78b2e8e68a22f576ef4f66b73f29a9487922965264ad08b0592e90c1e6231

Observation 7c8923cd-657e-42ab-b5c1-573b624911dd · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:34.069206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:29.998239Z digest=sha256:b5a0a6773f47a03a5b1c54015d710f87f44fc10f99c3644f4b7f3c02875651a2

Observation 4a10d216-23a0-4388-8cff-b60d263987e8 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:33.872321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:30.091042Z digest=sha256:07d539e7ca7efe0e4c321e104a6cfbc3b097741f74e7571464fb856498d6af48

Observation 83bd3bac-82aa-4d17-8b2f-2ac4c2cc0554 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:30.182191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:30.182191Z digest=sha256:a7be203e6dbbf105f5a92269d601c6c13b8ef365fad209e85dca3036c39af237

Observation b64a7f46-db46-4524-a1bf-343692a71929 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:34.285306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:29.939821Z digest=sha256:e79c9d4846c284987b84fd6006386aa1ccd9833a45e350ab7abe01a62c861d5a

Observation 3c442f12-caa2-4a47-b804-8c9eb963cc8c · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:33.614861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:30.389230Z digest=sha256:5d19aeb4b0616885a987f6a9c1350b6adc625b6ce2457525ce4048165a84141b

Observation 9db8c841-bdfe-426a-990a-b87e0fac7386 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:33.254281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:30.569710Z digest=sha256:ed3a64cc18bbbb7a2411e6eaaf078235317af2912c44daf5dd48868aa1206cd2

Observation 3c4fd490-317c-41bf-bb0c-f474957d05ce · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:33.056278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:30.695008Z digest=sha256:578d368182accbaa600440c4fe94505710739af3430977b17df5ef695e422650

Observation e30a0025-f5e3-4265-8145-6abf4c39b273 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:33.732077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:30.283507Z digest=sha256:2bab93f0322a139dc43f9ff089e43b41623f16431ceede1f0b58579d10368184

Observation 7affe762-1077-489c-bfaf-5501a1bfb967 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:32.647829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:30.930030Z digest=sha256:35908ca403f8d006ebdf40257c4de6f61b59afa8dd522e60eecae92c07316ca1

Observation f1780476-cbfa-4c26-a53e-b21d717711d9 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:32.519184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:31.081512Z digest=sha256:5c0aa5f5074574f495cba367e15e487bef8bb660e5ff8fe0758fdbf6aedc97f7

Observation 488be222-0e59-434f-8722-843b0967854f · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:32.415434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:31.216902Z digest=sha256:219eeef365ad192ffac114271390062293004904f80cefa2c605119e4c442eb9

Observation 5757850e-fcd0-4e17-aeed-d1d8719cad2c · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:32.271047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:31.343294Z digest=sha256:5b7c5aad3c1dc4df1fd74759fe73101af66abd8ea7111de413a32fc876330683

Observation 89d144bf-1cef-47d6-8683-e570eaed0c3f · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:32.798134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:30.824601Z digest=sha256:4b98908c122d1583efd6dfe010e1a83144251b63b303b79a1e91ed4ea3b41793

Observation 5bb2e205-7648-4524-9312-5ae3097bcc98 · outbound

This paper cites Therefore, the num- ber of training samples is given bysequence length window step , and some of them overlap.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Therefore, the num- ber of training samples is given bysequence length window step , and some of them overlap

Reference 58

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T13:52:31.909644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:31.484470Z digest=sha256:906bad6d8ed313d302a0498d486b445f7af60bd705337493d4b8feca34d4ecff

Observation 1b9e3193-76b2-489c-a636-c096900f22cf · outbound

This paper cites In NeurIPS.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies In NeurIPS

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:34.828998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:29.771683Z digest=sha256:8c42e069cd57cf7dde78ddb2c72c0cb20ed07595b5d6730accc83571a2134af0

Observation 86c567b4-f244-4dfd-87bd-f7ecdd055dc8 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 2022

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:40.986024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:26.848399Z digest=sha256:6b3af2f4636c58a97e5bdc5726f08f14204fcf478e14c21c7d5de3ec9a3dc596

Observation a77b1eb2-8937-4e0f-98e1-9b9b6b9db6fb · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 2023

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:33.487540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:30.481426Z digest=sha256:6dc9ae2b62935414a69e8b8012c3807b018d035af35174e47e5df2b2c552e51e

Observation 5c04ce2d-1796-4b91-a162-a488012006eb · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:36.145071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T13:52:29.419441Z digest=sha256:f7c79dc0cf5c58515418a9d4ef0256e1154137e9ebb644d80b4062bf181845e9

Pith citing papers

No inbound Pith citation observations are available.