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Paper Citation Record · LEDGER

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach

As of 15 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 1 inbound Pith citation observation for arXiv:2505.20446.

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

pith.paper-citation-record.v1
2505.20446 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:59:21.229923Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T16:27:45.767100Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T16:35:12.780268Z

Reference resolution

72 of 72 outbound references displayed

  • verified exact0
  • verified fuzzy25
  • unresolved46
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8d869c24-38e2-4f2e-82e5-ef76de5927f1 · outbound

This paper cites Abdulaal, Z.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Abdulaal, Z

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:30.804385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 17fad037-472f-4714-857f-2e677046155b · outbound

This paper cites The UEA multivariate time series classification archive, 2018.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach The UEA multivariate time series classification archive, 2018

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:16.051090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:16.051090Z digest=sha256:f1011ca9af1322e43ce0fdd2c5c2e1714edfe62d2d2e10b466d62288cd974afb

Observation 3bd187c8-e471-43ad-89c9-76d11201ee1d · outbound

This paper cites Ben Zaken, Y.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Ben Zaken, Y

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:30.647015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:16.114035Z digest=sha256:73c7400537e0610557331eb2f82b61ddb6e442f6f7f6c0ce97fe7c0f4602957f

Observation f94a6c9f-c12f-48b9-abda-e11dfe75632c · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach On the Opportunities and Risks of Foundation Models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:16.157950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:16.157950Z digest=sha256:d3c70fab3ddf4bb91ef6cefd2f8408fd3c5f649f050a57a3902df8684694bcb7

Observation 996fcacd-a135-4f2c-bd56-cbbd9c2c169e · outbound

This paper cites Brown, B.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Brown, B

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:16.237422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:16.237422Z digest=sha256:5568dfdfe0f9ff426fc292b657d8a248df647b9acd1476333322fed661d44c55

Observation 23cd6e94-0cb5-4a04-83e0-0f232eae8ccb · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:30.517944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:16.304740Z digest=sha256:21f932f84973ab4a4f9808e19e7e0dd15fab9f54e1778502c4c514a3a5f4e338

Observation e7857201-9845-49ac-be3f-ac0b3069f92e · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:30.363286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:16.372185Z digest=sha256:2d5e9d420e71ac5829cf820eb7d2ece8f482e90e27d68e3f38e12ab3da1eb703

Observation a086a3c9-d470-46b2-a241-f2b55d54444a · outbound

This paper cites TimeDiT: General-purpose Diffusion Transformers for Time Series Foundation Model.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach TimeDiT: General-purpose Diffusion Transformers for Time Series Foundation Model

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:16.431992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:16.431992Z digest=sha256:7251de98c0eb82014f81d76ca7ebb6d8477ea3dbd3d94884c28c7133a9094f96

Observation 0b7a1a26-31be-4f1e-959c-4a8cf05d3315 · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:30.229652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:16.494097Z digest=sha256:9faa81d3389a704a85fe7c63be59eb78f3a3f591c5299df564ef949c9e1f55a6

Observation 35695f52-f65f-4234-8780-52e04df38819 · outbound

This paper cites Chang, W.-Y.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Chang, W.-Y

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:30.002971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:16.575819Z digest=sha256:93421f81edbb75f19fc2673e0160439596f2fb8443e50a803545f7bfa49d998d

Observation a8ea90e9-2648-4f21-885d-78bafcfba6f0 · outbound

This paper cites Chicaiza and M.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Chicaiza and M

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:29.848976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:16.626175Z digest=sha256:79a175123b7a847001695fdf014c837aa1e130cede6400f8aea58ffccdebccc1

Observation 6e111316-4f79-4a5b-9757-ffe45c5c1bf1 · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:29.729894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:16.677691Z digest=sha256:58b0fe14e679a00693ad93bac03a3f5b05547f026bcacfe33a231d0152eb8f16

Observation acbc92df-e95f-4a78-bf38-e66cb51a200c · outbound

This paper cites Coletta, S.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Coletta, S

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:29.548921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:16.732015Z digest=sha256:226f624ddecdbb095235cdb5248b02c3171cf631e3869640724a145658202864

Observation 29c1194d-eb38-457d-b3f2-e31a260705e6 · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:29.407960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:16.831336Z digest=sha256:6bff7bf1a8cfc726be6baff81c1347f008a9e8a8fc7963c1f107bd26695a3d7a

Observation b2a5b7bb-28ba-4b2b-a9b4-a4fa0d099d0b · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:29.292602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:16.918351Z digest=sha256:873cd8f45c8bd33d386d93c1394821eac428520056307387ed6b65d19e42893c

Observation be73cc94-d512-4299-a141-d82a8d574c9d · outbound

This paper cites TimeVAE: A Variational Auto-Encoder for Multivariate Time Series Generation.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach TimeVAE: A Variational Auto-Encoder for Multivariate Time Series Generation

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:16.976172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:16.976172Z digest=sha256:b22356608ecb786c1caa34cc2408c177b40821f647e113a9c0db37a0e3843200

Observation 174843c7-55fa-4c5e-b7b1-4b579b3f1efa · outbound

This paper cites Dhariwal and A.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Dhariwal and A

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:29.111190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:17.070448Z digest=sha256:1d1817b742d33aabfd2f963f9293665d844afbc8a07dcd32bb8e2e594dd0b527

Observation c0d7cb62-32bc-4572-9ac7-5ef1f742af98 · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:28.901241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:17.174241Z digest=sha256:fc05e2bdd42b3fa2778dbc5350d0d0c03e599f5ece1af683002a405a2baec5a3

Observation 2076aff2-706e-4de9-9377-5e89868f88cd · outbound

This paper cites Franceschi, A.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Franceschi, A

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:28.704198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:17.258797Z digest=sha256:dcf6f5035d269b0417188053a228bebde77bd2de34b82f8422160ce41ef5aa1b

Observation 8e06b0e2-aa11-411b-a166-8d61f8b316ce · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:28.572652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:17.358517Z digest=sha256:fce19dabec4eb730a9c6dbcb4e78ea46f501f63b3f8449e63760ceaaaf000bc7

Observation f4f89809-838a-4620-9217-4fc8f371d2c3 · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:28.380132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:17.478057Z digest=sha256:26664f11f6493c3e52e0e8f3847895e0b2cec95ae610e8527a6f5ca87fd12336

Observation 66c9192b-a8c5-4ffe-bb6d-5a175b44fa47 · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:28.111249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:17.597161Z digest=sha256:f56cd55644d89151ff3b594bfb331ca226abd2c3349fc70c596013b1524443d6

Observation 22e08db1-49d6-4a71-8f9c-eabe420d9590 · outbound

This paper cites Gruver, M.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Gruver, M

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:27.857254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:17.717785Z digest=sha256:e4d8a6c118c53886f9e876fb9f279c9613346041bc3917d7279bf7a1690902f6

Observation 1b894ee0-1039-4ecb-b565-d32e7c9b4842 · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:17.818044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:17.818044Z digest=sha256:7454b76da436a9137f7eaba4a87ee120c986f447e18e714b4e0b60fefaf2d6cb

Observation 0ab603d5-0c5c-4e25-9f15-79edc680aeff · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:27.619967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:17.924434Z digest=sha256:0dd6f48612a0f1f3a6cdd1afa1770b1df5c0fdde51e71d9140560fb270029fd5

Observation d1f5de69-66d5-4b3e-aa21-b2b3143cb979 · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:27.423388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:18.029964Z digest=sha256:d3c44e1400a9cfae431fcb47ebc89c3a36a041d1e5c531ff5069898aff543e13

Observation 40fe8f56-0ba2-4d97-9605-5072855d52ad · outbound

This paper cites Hundman, V.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Hundman, V

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:27.222074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:18.129913Z digest=sha256:0badaedc6895344375643220bc40d9da117909599ff56988215d23bbafc41907

Observation 429954db-ca59-446b-aaa9-5dc3c3fd25c3 · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:27.058305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:18.256024Z digest=sha256:0827c16d409f559fee526aca418915f079f342954a2c00590d42f9414b2dfef4

Observation ea4dc9c7-d909-4454-94fd-7e823bb0bbae · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:26.800484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:18.337038Z digest=sha256:ca318918e9630d6c8a9bf33fa1b81fcdc878fb000388d6382b426fb745905847

Observation 2e0994fe-54ed-46ec-9181-156c5542444b · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:26.576887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:18.402601Z digest=sha256:9dacd9d8081ff1a0c4401c4e83ed3d1c05a93c6e1cb1375c6d134d2634e99b94

Observation b84f76d7-ab3a-4e54-86c4-d6c78ae09f5d · outbound

This paper cites Karras, M.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Karras, M

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:26.394301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:18.515647Z digest=sha256:baa22e43d2ff37864b83facd50766dca1359d2c31fcd08ae33d17a3683ac7437

Observation e597c385-a99d-4a87-9812-3842fb5f1f7a · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:26.158709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:18.549088Z digest=sha256:9b020afaaf06cbdfbb64d3a30af2d1eb67ae7afe7a55c66705f68ca4b79f3bb0

Observation d58cb2b8-af3e-43d6-b36c-31e15489394b · outbound

This paper cites Kirillov, E.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Kirillov, E

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:18.623283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:18.623283Z digest=sha256:baba4e0d539a4778b4f76f8bccc8814de04e5f9ad2680bac91f9d6b8c474c241

Observation 4487f20d-2bb5-44ea-9c7c-27eaa974d5be · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:18.701043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:18.701043Z digest=sha256:cfae69f2c2f573c9129bdcd8bc9db998679a4a382d354defea4bdcb168570eac

Observation 55bfa997-bfa1-43db-a73d-aa8a871f78c4 · outbound

This paper cites Lai, W.-C.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Lai, W.-C

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:25.890042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:18.751922Z digest=sha256:a729c33f5cab1cf7bd08743bd65693f73f6da881a14512e01b48d1f02eb224af

Observation 88e5d234-df19-4e64-a281-a8b38ad8df23 · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:25.689494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:18.807913Z digest=sha256:9fe71c4ed64e9a7bd849ea2b906658f8afb4c7d4049006c97876bae5da1f7afe

Observation 37414eb0-797f-4498-9ab4-7fd8a065adf8 · outbound

This paper cites Lines, A.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Lines, A

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:25.478841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 7b51575a-a2a0-4442-9ef6-9bf52d18313f · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 38

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unresolved
raw_fallback, observed 2026-08-07T13:59:25.338861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:18.950225Z digest=sha256:85f91f1dfb20af1a5c7521f0cb5c4809b89a5fa5b3630dec1769b72b4e060fba

Observation 016305c5-5f37-4afb-a392-14803ed8c6e1 · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:18.997154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:18.997154Z digest=sha256:7b71b8cdf57fc66f11fdbf57819dfb9b25102b1d932fadd18f5bdff94c9ee972

Observation 62214e14-4fab-49e8-b77d-e724e4969d96 · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:25.225795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:19.139972Z digest=sha256:7bf6a22ae5a1d51566e570b24973c734259827036fee0b04119e2a53710acaad

Observation f2063ada-32cb-4dd5-943b-09c1b5e47781 · outbound

This paper cites McLeod and H.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach McLeod and H

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:25.103880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:19.183961Z digest=sha256:a74797a7576954fd44409cffb2158989c82fc50b7df2b856d3592429ea351d0b

Observation 6d4352e4-04c3-4371-8059-4a0888ef1d19 · outbound

This paper cites Middlehurst, P.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Middlehurst, P

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:24.950400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:19.242027Z digest=sha256:ddbc75ccbca1280eeeca06f08cc4aa21b62dd7be645d4ba191e783db4ce41260

Observation 1ebeaeb6-5c48-4e2d-b0fb-6d9e3a33666c · outbound

This paper cites Missel, P.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Missel, P

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:24.780827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:19.297255Z digest=sha256:31ea1f3830eb26d5dbd240395c80d7b6db425fe8f89d1b04cd44dde40eb46767

Observation 03aa5304-314b-43c2-8f50-1b0899689087 · outbound

This paper cites Naiman, N.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Naiman, N

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:24.638578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:19.421819Z digest=sha256:793b0c06b412e0dca06b180d14e5a220bccdf20f8a3b6bdd9d029b65c11cfbb1

Observation 94d735aa-0ddb-4db5-a229-b041147586dc · outbound

This paper cites Naiman, N.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Naiman, N

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:24.485372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:19.454571Z digest=sha256:4e2fed4ee66e921f92278615682cabc402b410f11e6ca43e66a9ca09adf4a53b

Observation dfc34988-a5b9-4912-aa33-f56f9d07236b · outbound

This paper cites Nochumsohn and O.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Nochumsohn and O

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:24.332413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:19.544018Z digest=sha256:883a6c79dd60579ff6aed90fafdcc46f3ea2dcae53701b49f94b24c692af4d5a

Observation 4b652207-57bb-4c02-91c1-cde7800a59b8 · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:24.170307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:19.593284Z digest=sha256:9f205c094c709469c4ce45be84821347ed70786aeef7e22ae8abcc30af1c6659

Observation 5c45c65c-23e7-4a61-9036-252b93dc5109 · outbound

This paper cites Oquab, T.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Oquab, T

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:24.023346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:19.704779Z digest=sha256:4267405e2d41df3145e1654a79323263916cf46311fbd614686bbfb3b1e3653a

Observation c03d08bf-1ea4-47b4-909a-b93573b29c48 · outbound

This paper cites Radford, J.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Radford, J

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:19.777433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:19.777433Z digest=sha256:d6c5aee84725ce752446d17623c9f925b95c257ace805f2d99bfde1409b81588

Observation c6763386-1912-4441-a690-f342c46b63e8 · outbound

This paper cites Rebbapragada, P.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Rebbapragada, P

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:23.931259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:19.818100Z digest=sha256:0e84bb978dd31ceded1155fe461979564d8a09500cc92bd98a49260c01de64c3

Observation 60db48f4-1455-428e-9a3d-a8c5acb45fcf · outbound

This paper cites Learning Physics for Unveiling Hidden Earthquake Ground Motions via Conditional Generative Modeling.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Learning Physics for Unveiling Hidden Earthquake Ground Motions via Conditional Generative Modeling

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:19.871692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:19.871692Z digest=sha256:e89d80a0ade1f49185dc030a753d5745ada052b1c4f2eadcbc0ada5186ba06de

Observation c8314542-84dd-4862-8cba-cb5a691034c5 · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:23.834278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:19.931228Z digest=sha256:a823d07f5ac637b938fe89acb8e00ba6d580ed300100e6828d22a7fdab899f8d

Observation 73994759-f185-41fa-999d-f4f44d82a012 · outbound

This paper cites Silva, J.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Silva, J

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:23.692808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:19.984296Z digest=sha256:5b99a1a77e654df549517e88a84b2c6fbcdf8807c503c2b0f4b6520e7cb8338a

Observation ec785fe4-5010-44f6-ace8-17c9bdb2929c · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:20.057318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:20.057318Z digest=sha256:7c9eb78706625608b21c2f6cd55d1544755e2ea6ee5c532b93ea824852c574aa

Observation 7f488209-74ab-4f91-a663-b4f309480330 · outbound

This paper cites Song and S.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Song and S

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:20.142986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:20.142986Z digest=sha256:4cc807f42785b9476fc8edc97371aa0be3fcd193c0c2eaa9b33b8c8920e98e0c

Observation c837bb99-8fb8-42b0-ab21-c9320895f748 · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:20.186990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:20.186990Z digest=sha256:50c8d5314cc6ddc07d8f11fe15b5a2b1b4be158b0a1f0d95fbe0a41562e95901

Observation fad63540-4b8d-45ae-a181-a5f5e177c1da · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:23.562274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:20.231749Z digest=sha256:d25ef5eed2761bd182e3a20f2476f27208f66864ae8cf6e0989f3bd1ecb08016

Observation 9bff84c0-2321-461a-bcdd-945b4c8af9d2 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Gemini: A Family of Highly Capable Multimodal Models

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:20.284015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:20.284015Z digest=sha256:3fbeb302eb9ae39189469f13e4a16293b9bb89439d6ead374fd6b731bc94b902

Observation ec7d121f-b2eb-4b88-9d69-e5d3787b0305 · outbound

This paper cites Todorov, T.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Todorov, T

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:23.329338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:20.353183Z digest=sha256:bdab69e44aba43018305eb949689308367db586a80e0ced083c3c282a4dea5aa

Observation 56ecb253-f17a-480d-a48e-34c90f55461b · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach LLaMA: Open and Efficient Foundation Language Models

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:20.394692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:20.394692Z digest=sha256:c82a0bab1fda380453c093d21da126038b35cd6aa878bde09158fa620db6315b

Observation 4a7af027-7310-458d-bc6b-a0fde2ed387e · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:23.187398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:20.454415Z digest=sha256:bb802e3cecb1b1c3390126f67d4349ef0194985b410e4589fb3efe4d7ca32af5

Observation 03abc424-c256-420a-ab0b-846aae857bbb · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:23.023722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:20.513897Z digest=sha256:7e035d97fa4de47ab01ff7cf871ed30acea561b9e2e62e68c6d81bfa01ef1045

Observation 4f6fe4b8-8c1a-4800-8f27-611500f2a37f · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:22.827828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:20.596492Z digest=sha256:634c9e76403cf8234d483c773c02be4e1d2099ff5f43e57b6ce6a626426ba79c

Observation 0e514fae-0f73-41ec-b425-6cb27e3f46c6 · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:22.564488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:20.719382Z digest=sha256:9513381d9d2e53638e4675481327cc7dc21df2c4cacf51bdf51ce07bdcd0000c

Observation ea1c67b5-c4b6-42b8-8fd8-d423baa6449c · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:22.418865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:20.764803Z digest=sha256:74f97e3fc078d5c4c55522edf2498c65f5c13153100ff37b1ec322eb9d7d7ed9

Observation 3ad7f70b-9b02-485a-ad7f-b5d7ec9e8682 · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:20.816526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:20.816526Z digest=sha256:abad6e47f3674aec39350c4026a4bdf4aca57ccba98b27f90740072da884b015

Observation 1279b1d6-394a-4452-8130-8a3c4e157fed · outbound

This paper cites Yuan and Y.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Yuan and Y

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:22.302571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:20.873454Z digest=sha256:9973a97d3ea14e0661b9cb2dc32a3628bcca9778710454cc418c614e094f770d

Observation d7305988-a747-46ae-b0b3-94283149c27d · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:20.935050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:20.935050Z digest=sha256:84c82ff855ed7d5bf66febcc40a10a44e278e08d527ffb7379529298111475f5

Observation d6df35c5-8aa9-4979-97b8-7ba1434d3c6d · outbound

This paper cites an unresolved cited work.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:59:22.154534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:21.034904Z digest=sha256:7f81002d65946de02c9076e7e8829c2bf64cab0c8ae4f5ba619cd051c1480b4a

Observation 412eecbb-4dea-4244-bf25-3e114fcc1791 · outbound

This paper cites To quantitatively evaluate the similarity between real and generated time series data, we adopt the framework proposed by [66].

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach To quantitatively evaluate the similarity between real and generated time series data, we adopt the framework proposed by [66]

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:21.972673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:21.115474Z digest=sha256:7ba362a3f9b871054adc41e85b8184c12c4ab3a90c39a0f8a61e540f426dad01

Observation 5b4e29c5-7dee-43ff-899a-e0d991422d16 · outbound

This paper cites To assess the predictive utility of the generated data, we again follow an evaluation protocol proposed by [ 66], which tests whether synthetic data can support forecasting tasks.

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach To assess the predictive utility of the generated data, we again follow an evaluation protocol proposed by [ 66], which tests whether synthetic data can support forecasting tasks

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:59:21.776839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:21.192155Z digest=sha256:acb8afe2116abbbb8e465572c1a153ff6a641a036bfd6caa5e76ba7d901f5f9f

Observation 63805db0-c611-40ea-9834-8a7a4bcf0412 · outbound

This paper cites To measure global and contextual realism, we use the Context-Fréchet Inception Distance (Context-FID) [28].

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach To measure global and contextual realism, we use the Context-Fréchet Inception Distance (Context-FID) [28]

Reference 72

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T13:59:21.616713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-07T13:59:21.229923Z digest=sha256:5b152c78e7b0fcad1d23cbfd69e75978cfaaaa84c420f41bc910ae6dd7ec693d

Pith citing papers

Observation 96eda6cf-71e2-45d7-8870-70f6bd5a3ac0 · inbound

PrismFlow: Residual Dynamics for Flow Matching in Time-Series Generation cites this paper.

PrismFlow: Residual Dynamics for Flow Matching in Time-Series Generation Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-06-30T16:35:12.781767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-30T16:27:45.767100Z digest=sha256:b98b964a09f44e1236263f864dc28b5e0415a29ef94454d8826f2cace166e1f7