Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:44:15.190078Z
Paper Citation Record · LEDGER
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis?
As of 9 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 7 inbound Pith citation observations for arXiv:2505.24030.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T10:10:57.584389Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-20T22:49:10.332132Z
Reference resolution
68 of 68 outbound references displayed
- verified exact1
- verified fuzzy21
- unresolved45
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b798ccc7-ee1b-4899-9a8a-1eff26ed17e5 · outbound
This paper cites Ardid, D.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Ardid, D
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:22.917975Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6630d5da-3ea4-4c4a-a241-ac93ca4c81b0 · outbound
This paper cites The UEA multivariate time series classification archive, 2018.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? The UEA multivariate time series classification archive, 2018
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:44:09.516469Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38ad1390-e874-4a8f-af87-1b627fb404b1 · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:22.728072Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0e44ea75-3650-4958-b555-9c1fe8bd4f04 · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:22.558789Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation affcc7ed-05fe-4e6f-bbc7-d55fdc146a8a · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:22.419885Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c9374727-e674-4a05-b3f6-677ee27a085c · outbound
This paper cites Chen and C.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Chen and C
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:22.257069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cd110c4e-07e2-4b60-b0a2-d062e8964383 · outbound
This paper cites Dempster, F.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Dempster, F
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:22.157719Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2398aa20-9935-4c7a-bacd-ae6cfa56543a · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:22.059993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ef724b3f-5d3d-4a4b-811f-59ea605ee3de · outbound
This paper cites Dosovitskiy, L.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Dosovitskiy, L
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:21.969842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0a0d6eab-bfea-4af9-a8b2-19c4ea8fe695 · outbound
This paper cites Franceschi, A.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Franceschi, A
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:21.777029Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 09639240-bd15-40fa-aa19-92d48aed1068 · outbound
This paper cites Gong, Y .-A.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Gong, Y .-A
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:21.637466Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 678021d5-b580-4e37-b73b-4ae72c221f11 · outbound
This paper cites Gong, C.-I.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Gong, C.-I
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:21.551283Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d1759723-6c8c-4ddd-85b2-1f7569359085 · outbound
This paper cites Efficiently Modeling Long Sequences with Structured State Spaces.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Efficiently Modeling Long Sequences with Structured State Spaces
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:44:10.671907Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 710354e8-eda1-49fd-b146-b4fd367d0004 · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:21.445182Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dc37a6b2-1c2f-4922-a437-12843e776a1e · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:21.339270Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f2bf8bf6-8991-4958-8209-93b05236938f · outbound
This paper cites Huang, X.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Huang, X
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:21.100193Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 622d550b-4886-4128-8adb-3da2a4f7611d · outbound
This paper cites Multi-modal Time Series Analysis: A Tutorial and Survey.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Multi-modal Time Series Analysis: A Tutorial and Survey
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:44:10.943898Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a42b8f2-cb5e-4ca0-abd3-523a5674e339 · outbound
This paper cites Jiang, Z.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Jiang, Z
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:21.003962Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 81876167-ad98-4e85-84ed-be4bacc1051e · outbound
This paper cites Time-LLM: Time Series Forecasting by Reprogramming Large Language Models.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:44:11.069757Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83502cb8-0e23-488d-a7fe-9aa7cbcb69ec · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:20.918754Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ec826404-db90-4636-88d0-e86f62fd0764 · outbound
This paper cites TimEHR: Image-based Time Series Generation for Electronic Health Records.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? TimEHR: Image-based Time Series Generation for Electronic Health Records
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T12:44:15.936495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e1bae93e-bec5-4964-9225-3179b7475fe1 · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:20.716285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e2d48bc1-1b40-4254-a587-9e001fc85355 · outbound
This paper cites Reformer: The Efficient Transformer.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Reformer: The Efficient Transformer
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:44:11.374491Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 398d0d34-37fc-478b-940c-f6080998d923 · outbound
This paper cites Koprinska, D.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Koprinska, D
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:20.531040Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a637edf8-4686-43b7-9f51-ed78e05ba67e · outbound
This paper cites Lai, W.-C.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Lai, W.-C
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:20.431034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6d648673-db5d-49bc-bf19-43ab7682c4ff · outbound
This paper cites Lenc and A.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Lenc and A
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:20.272487Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0f19604a-a7f9-46a1-8168-54d8c2d53b3d · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:20.174472Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ab2ee4ab-eb56-4346-a8e9-8d95cef90022 · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:20.061614Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f81ccaa7-b092-41e9-850c-e7e79acce90d · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:19.989025Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d2da9573-90f8-4ad0-a418-a6a04ec9c278 · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:19.890366Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 03f00d5b-7eb6-41f6-a1ec-aab00b63503e · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:44:11.905662Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4cbf3481-8eca-40bd-9161-1d24f4b40d2a · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:44:11.975061Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 113f1c72-5b22-4295-bf49-d113e0325fcf · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:19.783184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 51d5b1de-24ac-4f45-a899-1b601e0844d8 · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:19.690761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2ac2e371-d861-4b18-8156-90205b3566ec · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:19.587723Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3630d984-8918-4269-94d9-d0154c7b3d33 · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:19.482632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cad9fb3d-0bf4-4f66-8892-fad83c0c8733 · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:19.337123Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2f930ec4-8d98-46a8-9f7c-7e9657b0ccdf · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:19.232977Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 68449e32-e6a4-49c2-9172-2f0b08127f06 · outbound
This paper cites Training-Free Time-Series Anomaly Detection: Leveraging Image Foundation Models.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Training-Free Time-Series Anomaly Detection: Leveraging Image Foundation Models
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:44:12.520125Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a7e29a9-14d6-4350-863e-44ce327c4ec7 · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:19.141639Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2fc49929-47aa-4804-9196-dfe10bb822ce · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:44:12.702220Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5579fb6-6570-4421-a564-04e0c6890003 · outbound
This paper cites On the Feasibility of Vision-Language Models for Time-Series Classification.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? On the Feasibility of Vision-Language Models for Time-Series Classification
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:44:12.829018Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d82efc5-dfd1-482d-a247-56adbf053a4e · outbound
This paper cites Radford, J.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Radford, J
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:19.014852Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0c1e43c7-0862-4c66-8416-009e94824220 · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:18.915005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e7ba33c3-5ec9-459a-8896-c6c5f52c1995 · outbound
This paper cites Touvron, M.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Touvron, M
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:18.780174Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 28cb3832-e926-42fd-893a-5d2ea1a4618c · outbound
This paper cites Trindade.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Trindade
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:18.634451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 844aa107-f157-4740-ad7b-afef5d558f80 · outbound
This paper cites Vaswani, N.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Vaswani, N
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:18.509360Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b2d2f7fd-e2b1-446b-8260-3311c9c5fe90 · outbound
This paper cites Wang and T.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Wang and T
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:18.388251Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 13f4e195-7f3d-4fbe-83ca-398f3b121501 · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:18.121878Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 346ef2f7-d220-43f2-aba1-85e577352a3f · outbound
This paper cites Leveraging Vision-Language Models for Granular Market Change Prediction.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Leveraging Vision-Language Models for Granular Market Change Prediction
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:44:13.526430Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8bdb48c0-2bf7-4284-b11b-b3afcdb6476b · outbound
This paper cites ETSformer: Exponential Smoothing Transformers for Time-series Forecasting.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? ETSformer: Exponential Smoothing Transformers for Time-series Forecasting
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:44:13.603771Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ffe7ac81-2c41-4aac-ba9f-0e71021a6e0e · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:17.967526Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 77e83a44-4c1e-4fe5-a4b0-6d3caceb5cea · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:17.801674Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b34c4a6c-825c-4cc7-9459-f4a7018d22ab · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:17.665869Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 966408eb-0503-42ce-89c3-232d1cdfb1b3 · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:44:14.072311Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf6b6904-39c3-4277-8f74-4e25b874fb2d · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:17.538558Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c0c91aec-5d9e-4e65-a8d0-586c115153ed · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:17.404289Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1a523f10-7929-428f-a1b9-3ca66418e10b · outbound
This paper cites Zerveas, S.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Zerveas, S
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:17.268313Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b05c7361-4b85-49d7-b034-2f67830ae101 · outbound
This paper cites Zhang, D.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Zhang, D
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:17.134701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7f389499-28b8-4783-bc8b-207f6c5bcc9c · outbound
This paper cites Less Is More: Fast Multivariate Time Series Forecasting with Light Sampling-oriented MLP Structures.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Less Is More: Fast Multivariate Time Series Forecasting with Light Sampling-oriented MLP Structures
Reference 60
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb7d6032-ace1-498a-b074-cd4d3b51def4 · outbound
This paper cites Zhang, R.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Zhang, R
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:17.029300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e18a73ec-32c2-41bf-b9df-3d3d52a2e65a · outbound
This paper cites Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:44:14.849109Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83f433ca-98d1-4829-a2ba-07e6d25cce27 · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:16.861511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 38bd0310-c69f-4119-8ef4-a1a93c71f8c0 · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:16.689959Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6aaa09c0-d5d3-43e0-a06d-5c06bf53ad4f · outbound
This paper cites an unresolved cited work.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T12:44:16.437603Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 24b0e36a-82f7-46f5-a395-5aa0c8340683 · outbound
This paper cites Zhou and R.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? Zhou and R
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:44:16.278645Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 76185f62-ebbd-46ab-ba68-8f4e11e12410 · outbound
This paper cites See it, Think it, Sorted: Large Multimodal Models are Few-shot Time Series Anomaly Analyzers.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? See it, Think it, Sorted: Large Multimodal Models are Few-shot Time Series Anomaly Analyzers
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:44:15.160642Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49670b2b-21db-4d7e-84c7-6f97fdb9b50d · outbound
This paper cites forecasting periods.
From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? forecasting periods
Reference 68
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-07T12:44:15.460635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
Observation a6f643bb-9908-447c-9ac7-c30eece1f7ae · inbound
From Time Series Analysis to Question Answering: A Survey in the LLM Era cites this paper.
From Time Series Analysis to Question Answering: A Survey in the LLM Era From Images to Signals: Are Large Vision Models Useful for Time Series Analysis?
Reference 128
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T09:32:15.656955Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 37c8c514-ea71-4243-888f-106e2da05f68 · inbound
CLIPTime: Time-Aware Multimodal Representation Learning from Images and Text cites this paper.
CLIPTime: Time-Aware Multimodal Representation Learning from Images and Text From Images to Signals: Are Large Vision Models Useful for Time Series Analysis?
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:10:57.584389Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6969369-5414-4349-b8df-24f857f311e9 · inbound
VAN-AD: Visual Masked Autoencoder with Normalizing Flow For Time Series Anomaly Detection cites this paper.
VAN-AD: Visual Masked Autoencoder with Normalizing Flow For Time Series Anomaly Detection From Images to Signals: Are Large Vision Models Useful for Time Series Analysis?
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T00:08:21.802380Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3e214b86-5429-4023-a875-c412ee228a4d · inbound
VAN-AD: Visual Masked Autoencoder with Normalizing Flow For Time Series Anomaly Detection cites this paper.
VAN-AD: Visual Masked Autoencoder with Normalizing Flow For Time Series Anomaly Detection From Images to Signals: Are Large Vision Models Useful for Time Series Analysis?
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T17:22:59.848723Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a7955f3-deca-42dc-9a75-456c3a369443 · inbound
VTBench: A Multimodal Framework for Time-Series Classification with Chart-Based Representations cites this paper.
VTBench: A Multimodal Framework for Time-Series Classification with Chart-Based Representations From Images to Signals: Are Large Vision Models Useful for Time Series Analysis?
Reference 69
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T09:31:26.942326Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d8d392f1-6c03-4462-a32c-1149475253e8 · inbound
Empowering VLMs for Few-Shot Multimodal Time Series Classification via Tailored Agentic Reasoning cites this paper.
Empowering VLMs for Few-Shot Multimodal Time Series Classification via Tailored Agentic Reasoning From Images to Signals: Are Large Vision Models Useful for Time Series Analysis?
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T06:01:25.313541Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5e1c1c25-9d44-4d2b-b297-bc38a73bf06a · inbound
Empowering VLMs for Few-Shot Multimodal Time Series Classification via Tailored Agentic Reasoning cites this paper.
Empowering VLMs for Few-Shot Multimodal Time Series Classification via Tailored Agentic Reasoning From Images to Signals: Are Large Vision Models Useful for Time Series Analysis?
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T22:49:10.335025Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.