Paper Citation Record · LEDGER

On the Feasibility of Vision-Language Models for Time-Series Classification

As of 22 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 3 inbound Pith citation observations for arXiv:2412.17304.

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

pith.paper-citation-record.v1
2412.17304 v2

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:38:33.629798Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:27:13.240884Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:19:44.567322Z

Reference resolution

12 of 12 outbound references displayed

verified exact1
verified fuzzy0
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ee7c4736-2a47-4e4d-b704-0158cce1f059 · outbound

This paper cites online" 'onlinestring :=.

On the Feasibility of Vision-Language Models for Time-Series Classification online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T05:38:33.490976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0939cd8-bbb1-4766-a17c-fcd15704b5df · outbound

This paper cites write newline.

On the Feasibility of Vision-Language Models for Time-Series Classification write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T05:38:33.539264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c78bcf2-2f10-4197-a7c5-d36406280aaf · outbound

This paper cites an unresolved cited work.

On the Feasibility of Vision-Language Models for Time-Series Classification Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T05:38:33.545341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 237ed1fd-875b-443c-90f4-6b3282deca4a · outbound

This paper cites The UCR Time Series Archive.

On the Feasibility of Vision-Language Models for Time-Series Classification The UCR Time Series Archive

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T05:38:33.549585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c7fd79d-c7d9-4f0a-b60d-e9d72a148f0c · outbound

This paper cites an unresolved cited work.

On the Feasibility of Vision-Language Models for Time-Series Classification Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:38:34.021284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 21e72f26-26e3-433f-b0ff-5e248995abeb · outbound

This paper cites InceptionTime: Finding AlexNet for Time Series Classification.

On the Feasibility of Vision-Language Models for Time-Series Classification InceptionTime: Finding AlexNet for Time Series Classification

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T05:38:33.558767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 009598a3-9e37-4029-9198-9c3940719866 · outbound

This paper cites Large Language Models Are Zero-Shot Time Series Forecasters.

On the Feasibility of Vision-Language Models for Time-Series Classification Large Language Models Are Zero-Shot Time Series Forecasters

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T05:38:33.563075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19e01448-3020-4611-8c47-b252bef3a40f · outbound

This paper cites HasTEE: Programming Trusted Execution Environments with Haskell.

On the Feasibility of Vision-Language Models for Time-Series Classification HasTEE: Programming Trusted Execution Environments with Haskell

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-11T05:38:33.733775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1dde0b7a-175c-481d-a16e-9232eb333aba · outbound

This paper cites an unresolved cited work.

On the Feasibility of Vision-Language Models for Time-Series Classification Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:38:34.007868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cb14813e-94a4-4e20-bdd1-6ed4b92ed6d5 · outbound

This paper cites Visual Instruction Tuning.

On the Feasibility of Vision-Language Models for Time-Series Classification Visual Instruction Tuning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T05:38:33.576854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da6b6c0b-72e6-4638-a2f1-5353031d12b9 · outbound

This paper cites an unresolved cited work.

On the Feasibility of Vision-Language Models for Time-Series Classification Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:38:33.993189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ad6cca54-47eb-40d6-83da-8a537f3b4abd · outbound

This paper cites an unresolved cited work.

On the Feasibility of Vision-Language Models for Time-Series Classification Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T05:38:33.866570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation 736fbb35-b5f2-4d88-a36b-bc4629bde43d · inbound

Harnessing Vision Models for Time Series Analysis: A Survey cites this paper.

Harnessing Vision Models for Time Series Analysis: A Survey On the Feasibility of Vision-Language Models for Time-Series Classification

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T23:27:13.240884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5579fb6-6570-4421-a564-04e0c6890003 · inbound

From Images to Signals: Are Large Vision Models Useful for Time Series Analysis? cites this paper.

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 90585a1a-b9cd-49b8-a677-c160240b6224 · inbound

From Recognition to Understanding: Unlocking Cognitive Time Series Reasoning with LLMs cites this paper.

From Recognition to Understanding: Unlocking Cognitive Time Series Reasoning with LLMs On the Feasibility of Vision-Language Models for Time-Series Classification

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-04T08:19:44.568817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.