Paper Citation Record · LEDGER

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality

As of 8 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2507.23253.

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

pith.paper-citation-record.v1
2507.23253 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:58:02.575921Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

39 of 39 outbound references displayed

verified exact3
verified fuzzy0
unresolved36
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 623eb0d0-c070-4c03-a4e6-a19cdaba3374 · outbound

This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:03.165862Z

Source-reported events for the cited work

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Observation edcd1349-ab28-4627-8ed7-5a5782012a99 · outbound

This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:03.155366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7d40801b-a420-4645-b769-3d40f1106ce2 · outbound

This paper cites VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters

Reference 3

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Source-reported events for the cited work

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Observation 803ebed0-ff83-4501-b74d-5aa22ad763e3 · outbound

This paper cites Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T10:58:02.346598Z

Source-reported events for the cited work

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Observation f3eee979-4147-4435-91b7-e638fc6c24c3 · outbound

This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Reference 5

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Source-reported events for the cited work

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This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:03.144764Z

Source-reported events for the cited work

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This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 7

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Source-reported events for the cited work

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Observation de3dc55d-14a1-473f-a5cc-2e7143fd1fa6 · outbound

This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:03.122551Z

Source-reported events for the cited work

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This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:03.111762Z

Source-reported events for the cited work

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This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:03.101377Z

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Observation d08b9175-28de-4a76-9d84-ed89a7a9b5ba · outbound

This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 11

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Source-reported events for the cited work

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This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:03.080602Z

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Observation d25bffb3-6abb-4607-870d-9152efa6bead · outbound

This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:03.069892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:03.059684Z

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This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:03.048629Z

Source-reported events for the cited work

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Observation f9ad909e-9dc6-4230-b611-627be61ebbdc · outbound

This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 16

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Source-reported events for the cited work

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Observation 332bf5c7-c797-4af9-8917-fac6319527ee · outbound

This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:03.026442Z

Source-reported events for the cited work

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Observation 8d671638-8a27-42db-84f8-27fbd7e97365 · outbound

This paper cites TILDE-Q: A Transformation Invariant Loss Function for Time-Series Forecasting.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality TILDE-Q: A Transformation Invariant Loss Function for Time-Series Forecasting

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-06T10:58:02.850432Z

Source-reported events for the cited work

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Observation 0734bb3f-410a-4443-a1b9-ea3ced4593fc · outbound

This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:03.015766Z

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This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 20

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Source-reported events for the cited work

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Observation 8391f752-d155-4828-a5c6-ac1b9d40bf69 · outbound

This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:02.994105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6a97c816-add2-4b7d-ab6e-3743fdaf0ac9 · outbound

This paper cites An Introduction to Autoencoders.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality An Introduction to Autoencoders

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T10:58:02.413883Z

Source-reported events for the cited work

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Observation 6752876d-5dd0-44ef-b209-b9237cdcfdcf · outbound

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

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T10:58:02.417783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09c60e71-9ae4-4049-858c-3a912d95f92b · outbound

This paper cites N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality N-BEATS: Neural basis expansion analysis for interpretable time series forecasting

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T10:58:02.421822Z

Source-reported events for the cited work

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This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:02.982180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 38b2d7a9-6dd0-4916-867e-6f560a271a7a · outbound

This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:02.971023Z

Source-reported events for the cited work

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Observation fb2de838-95c3-4cdf-9351-4ff85fab168e · outbound

This paper cites TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T10:58:02.432747Z

Source-reported events for the cited work

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Observation d157a3c0-191e-4e34-9faa-c8385b967ade · outbound

This paper cites LightGTS: A Lightweight General Time Series Forecasting Model.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality LightGTS: A Lightweight General Time Series Forecasting Model

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-06T10:58:02.791270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b1a9f914-4712-43d3-89ad-7ad873e742e9 · outbound

This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:02.961022Z

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Observation 16bf1264-78c5-441c-8364-49d1773d949f · outbound

This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:02.949797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 87d57c0d-f68f-4cbc-ba21-f253805738d6 · outbound

This paper cites A Multi-Horizon Quantile Recurrent Forecaster.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality A Multi-Horizon Quantile Recurrent Forecaster

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T10:58:02.546443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc2ede1b-fde0-4c93-b496-9dba0618d424 · outbound

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

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T10:58:02.550308Z

Source-reported events for the cited work

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Observation 9c56ae45-3f2d-4321-9150-0a08720281dc · outbound

This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:02.938350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 45d5f42e-d83c-4254-a2d7-e42175af223f · outbound

This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:02.926832Z

Source-reported events for the cited work

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Observation 691f03e0-4ea6-428e-a135-d30138685d05 · outbound

This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 35

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This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 36

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Observation dcd4f4ef-c6c2-4762-8d29-9caaea2b9406 · outbound

This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 37

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Source-reported events for the cited work

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Observation 634267ef-16c4-49aa-af65-b3b2dd9ffc3c · outbound

This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:58:02.899718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dc1a8d71-1d34-4875-b6e9-aded69e75482 · outbound

This paper cites an unresolved cited work.

Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality Unresolved cited work

Reference 2025

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Pith citing papers

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