Paper Citation Record · LEDGER

Enhancing Masked Time-Series Modeling via Dropping Patches

As of 12 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2412.15315.

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

pith.paper-citation-record.v1
2412.15315 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:44:05.077397Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

50 of 50 outbound references displayed

verified exact0
verified fuzzy1
unresolved49
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8fdc43f3-269f-418c-b3ef-a3b4833fc866 · outbound

This paper cites GPT-4 Technical Report.

Enhancing Masked Time-Series Modeling via Dropping Patches GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.669397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7183ee8d-0d65-4f92-a43e-7e690477cc1a · outbound

This paper cites Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors.

Enhancing Masked Time-Series Modeling via Dropping Patches Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.679176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5a3c698-da10-4b9d-8a48-ddfea0d154fe · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:44:06.384817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7626b3fd-bd71-4961-84d2-b237d439919d · outbound

This paper cites BEiT: BERT Pre-Training of Image Transformers.

Enhancing Masked Time-Series Modeling via Dropping Patches BEiT: BERT Pre-Training of Image Transformers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.693766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad275346-9960-4a34-9aef-047e17160057 · outbound

This paper cites D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al.

Enhancing Masked Time-Series Modeling via Dropping Patches D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.700644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7ada8c1-9ded-44c1-84ff-69f23540acd2 · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.708202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ef41b0f-bd52-453b-b144-c091eff0942b · outbound

This paper cites M.; Feldheim, V.; and Deramaix, D.

Enhancing Masked Time-Series Modeling via Dropping Patches M.; Feldheim, V.; and Deramaix, D

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.715673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9904a615-056d-4a3b-b5d6-fd359fa02f72 · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:44:06.326849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 16db582d-8df7-412a-aff1-f940d2ef4b45 · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.728040Z

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Observation 2991c08b-3437-4528-82ff-7fd08549857e · outbound

This paper cites Rethinking Attention with Performers.

Enhancing Masked Time-Series Modeling via Dropping Patches Rethinking Attention with Performers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.748569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 702f5101-71ea-45fa-b947-a12d389a39f9 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Enhancing Masked Time-Series Modeling via Dropping Patches BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.755964Z

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Observation f083634a-4771-44c8-b586-c4b9a81ab56e · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:44:06.304734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8af942d8-6b5d-427b-8a01-3b1363b66ae5 · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:44:06.288440Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f1ea63c1-981e-4449-8c88-69e1175cb44f · outbound

This paper cites Monash Time Series Forecasting Archive.

Enhancing Masked Time-Series Modeling via Dropping Patches Monash Time Series Forecasting Archive

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.788094Z

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Observation 65b0672c-81c2-4fb9-bb94-456b399fb1a3 · outbound

This paper cites MOMENT: A Family of Open Time-series Foundation Models.

Enhancing Masked Time-Series Modeling via Dropping Patches MOMENT: A Family of Open Time-series Foundation Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.794319Z

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Observation c5b508d5-396f-4783-8cc8-68113d088621 · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.802120Z

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Observation cde0c5c4-63a8-470c-8433-63cd295f254a · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.808295Z

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Observation 8cc16a1b-5610-482b-9556-9bac4116ddf0 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

Enhancing Masked Time-Series Modeling via Dropping Patches Gaussian Error Linear Units (GELUs)

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.821360Z

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Observation da728dde-543c-4387-99e2-e1a0d49bc9ab · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.831818Z

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Observation 77744d2d-2d29-42a9-93dd-ce504fa361f6 · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.841360Z

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Unavailable: canonical work link unavailable.

Observation 00edbb24-83d9-4b08-b3e4-fa39ded7e141 · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:44:06.221550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 14f87038-a7d6-4bef-bf08-55a01d158708 · outbound

This paper cites Foundation Models for Time Series Analysis: A Tutorial and Survey.

Enhancing Masked Time-Series Modeling via Dropping Patches Foundation Models for Time Series Analysis: A Tutorial and Survey

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.852175Z

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Observation 383c6961-aaa5-4306-bf98-6f160601a033 · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:44:06.189277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 140225ac-41ce-4f43-970b-0e5b1243cb8e · outbound

This paper cites iTransformer: Inverted Transformers Are Effective for Time Series Forecasting.

Enhancing Masked Time-Series Modeling via Dropping Patches iTransformer: Inverted Transformers Are Effective for Time Series Forecasting

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.870262Z

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Observation 8149c46d-8ebb-403b-9c89-54ffaef444c4 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Enhancing Masked Time-Series Modeling via Dropping Patches RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.879021Z

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Unavailable: canonical work link unavailable.

Observation c3710ebb-9038-41b9-b3af-be83d0875791 · outbound

This paper cites Timer: Generative Pre-trained Transformers Are Large Time Series Models.

Enhancing Masked Time-Series Modeling via Dropping Patches Timer: Generative Pre-trained Transformers Are Large Time Series Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.884258Z

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Observation 62188439-eee5-4a3a-bc1a-3c143dda0c8d · outbound

This paper cites A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.

Enhancing Masked Time-Series Modeling via Dropping Patches A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.893218Z

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Observation dd90ecbd-577c-48f6-9786-c869fd4d6b2c · outbound

This paper cites P.; and Lucchi, A.

Enhancing Masked Time-Series Modeling via Dropping Patches P.; and Lucchi, A

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:44:06.164513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 597548cb-34d0-43c5-8d27-1bc8b3b1dd5c · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.907449Z

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Observation b442a215-4b04-4ce6-8ef1-97ebee2a5582 · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.915212Z

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Observation c23986e8-255b-4cd9-aed9-eacbb3793982 · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.922897Z

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Observation 7e137008-cf57-4069-9b5b-afb9f65216ff · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.930546Z

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Observation 306610ae-f8da-430d-9155-3b92a660d914 · outbound

This paper cites N.; Kaiser, .; and Polosukhin, I.

Enhancing Masked Time-Series Modeling via Dropping Patches N.; Kaiser, .; and Polosukhin, I

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.939035Z

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Observation eededf99-bbf5-4b9c-8850-485232c2ff0a · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.946427Z

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Observation 0a5e68c2-7a28-4111-b22e-56aaa65982b9 · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:44:06.074171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2197ff59-3202-4fc4-95a6-e458d0ac5e3e · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:44:06.044834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a26f3ee1-845d-418d-97d4-8c80e43a37c3 · outbound

This paper cites Unified Training of Universal Time Series Forecasting Transformers.

Enhancing Masked Time-Series Modeling via Dropping Patches Unified Training of Universal Time Series Forecasting Transformers

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.969415Z

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Observation eabef448-1129-46a1-a022-9d586634d28b · outbound

This paper cites CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting.

Enhancing Masked Time-Series Modeling via Dropping Patches CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.977608Z

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Observation 09de38b8-f53b-488b-9ebc-fa830b1dbbae · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.986143Z

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Observation 29e11f13-fb5f-4a94-bc92-e48e2106cc44 · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:44:06.007696Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 18916d81-22fe-48de-94a2-862ebe25bb50 · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:04.998768Z

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Observation 8b89df73-ef55-4cca-a24d-280ce77f73ce · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:44:05.969199Z

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 90552d65-602a-4807-b5ac-0c859b724405 · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:05.016166Z

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Observation 31bcf2ea-2036-40ef-a96a-faaef02ba4f6 · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:05.024058Z

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Observation 5406df4e-6229-49ed-ba9b-f4cd3f2c9f25 · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:44:05.919063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 87aee4a9-f92d-4f27-8cff-7eb15aead83d · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:05.041483Z

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Observation 916a1dad-dcc8-40b1-b040-7e41db29d218 · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:05.048025Z

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Observation ddfefd26-3d7d-4d8b-8781-07b0f21c39a1 · outbound

This paper cites an unresolved cited work.

Enhancing Masked Time-Series Modeling via Dropping Patches Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:05.057929Z

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Observation 9ef6e516-0417-42d7-9f5a-6bf2e0e4d1a9 · outbound

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Enhancing Masked Time-Series Modeling via Dropping Patches , " * write output.state after.block = add.period write newline

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:05.065822Z

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Observation aa38bf96-5cdb-42bb-bdc5-63df6fae1d49 · outbound

This paper cites write newline.

Enhancing Masked Time-Series Modeling via Dropping Patches write newline

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T11:44:05.077397Z

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Pith citing papers

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