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Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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:a9ebce6f84e42eb14fd12796ac91d2cf1c21c813f1acc50adbb122f41ba26bd0

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 2026-08-10T06:31:04.303077+00:00.

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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=sha256:7f16affe51a73d8a21b33f860f76846378f96878670a01cbe085809915f559c3

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:e94e04e73555c53ad969a11da69b90d7e56e8784bdde40679355efc66d2a23cc

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:16.304740Z digest=sha256:4af12acdd69d109bbb8540afe24530b932655bdec4671f59a9fb4f514be15278

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:16.372185Z digest=sha256:3b8056c869380350352bf8ffade182f8575889a38f699f58ea8cedca4bb25157

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:b01342a74294c844ee58f40d0d0f79026c989671bc21352bf9be6712c76cf9b2

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:16.494097Z digest=sha256:e858fbd85ca103590d7864daefea5ec22630138ccd017c3c20292e592fe2ff12

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:16.575819Z digest=sha256:b74d27b89796d115d98410e5d30f616b8526377363225b0b1c6973283cf5c1f9

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:16.626175Z digest=sha256:e54dcc157902813b1fe9db822b625015778abfdd2ef314522472af6880ad2619

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:16.677691Z digest=sha256:40e541a35a33966711c18b31b0a831dda51e788a188de8b13db3aed94b0b6343

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:16.732015Z digest=sha256:6dc017db6e48f6d88c1dfc540daef03a4f76f973db939246d09739863abc528f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:16.831336Z digest=sha256:1c8f635f3a102673d18c539c9fdb679597f576218d0786ad350fb23f10ba1e93

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:16.918351Z digest=sha256:7e1095d63ad419bdda3d46583d197fba647c0be25542b7ec003992c8dd5f7fe8

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=sha256:0140d96ade6bd4bb6b2508fb4a2ed4d497f455dff48845a6ebb65faf8d7e3482

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:17.070448Z digest=sha256:1df8153ff71a45650c7963d5e60a26c4a380b8ae01c316eb89e583b759b55b52

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:17.174241Z digest=sha256:3267e4ebe0c32ffebf08a1c3bafae4d9322bf57b725e1bdf51a846e6e67c9ede

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:17.258797Z digest=sha256:f6bbc5724294b66c0565029854f22d9447234914c9202e3c61891d2194510022

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:17.358517Z digest=sha256:875c999d570c6ba075927f4d9695414a281c93ac5d9c66fa7dcb28332f38770b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:17.478057Z digest=sha256:f9320edd69e01ebe837b200c68a677d50f9b21a404a4dcbd00e0ca60beae7a39

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:17.597161Z digest=sha256:d49910df4a0a65f20d7a7b07be79133cd3d4ffb42c51ab4da87de8c792c1d35b

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:17.717785Z digest=sha256:328a00178a09398caa7460cbc791aff70248ee61284ab6ebfbc960d19316aeca

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:a1197776b9389ceac5593c89f3612be48684b2d7beb1a67e98617f0cfd2c34ce

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:17.924434Z digest=sha256:b2b4c1fb2d5707631f6c6c74676233a80e41a6e97599de30e666e68ec4f56216

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:18.029964Z digest=sha256:0c9197e26305d755e13b4606a13e3bbec4e18a1abb962353e71f3e3789b89f67

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:18.129913Z digest=sha256:6cbf531fa14c15bbe8f4e511591173377c15d41317f4fe256c6d1ecb901044c5

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:18.256024Z digest=sha256:d1a60ab783b89fd0536aec849cb0016f82240c6d408f37ff38f86a76d47cdcc8

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:18.337038Z digest=sha256:b5f30ead1e493eddbc16d865dfebfd169f39a5b4f7812c1eef303f95af1a3c85

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:18.402601Z digest=sha256:96dc45ecd721048e25128f4560964597365642c737091126cd032b5dc9d6c25d

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:18.515647Z digest=sha256:efa827e66882e57e247fe28088caf75bcde43fa32e874da5889c9bb8ab4833da

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:18.549088Z digest=sha256:b17c2621a79847691758583dc9f8bd620de2a62d9476967a319907912877687a

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:ee1831144709788279244b35f4b52adb92280425fdc8889bc43c522f93499395

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:d869396a4a0620982f5391540595620ac67034201f31327e3525390fa6ac69ea

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:18.751922Z digest=sha256:48ba50a4c1972b981a659cec92db03092c4080a8c10defff6dc88cc4867d618e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:18.807913Z digest=sha256:25a040f043ee63aa24e4ae5696fa4962a922e53caa87ee104a11034ba276ae15

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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:18.950225Z digest=sha256:fbc4954539352057cd9b0dacdba48ef576adde7450a4b04c573afb4b3191a9a5

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

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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:cfbe11fcb2b099295d9be7d76751dcf3f270e9039bd82a486bcec8aae275cb1c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:19.139972Z digest=sha256:8e242eb43ced9389d047cc4209333218f7c427b5f0bce78b58766536fe243b23

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:19.183961Z digest=sha256:36dcf4886b261454a497427b544bceaa4261278a06aff466f45182168f240498

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:19.242027Z digest=sha256:cd6f578e1af454ad13fbaab9d954cdb7da251e5f21af43a4d250f4ce55d6bcd4

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:19.297255Z digest=sha256:82faf7a8b3afdef443403c7f09f76fd3ffb07b59e176bba171a1266488b61a27

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:19.421819Z digest=sha256:db984be86cf2dfef193b72610a5315a651df0d44510b3c380317c5da2084a0bc

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:19.454571Z digest=sha256:bb77c06e631fc954cba086f998e4e1d8c5a4f1f3b181fbc875d0011833d4b81e

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:19.544018Z digest=sha256:097c1901e05442cf6461df634df22e07970753c18891f878fbed5296e521f8ee

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:19.593284Z digest=sha256:838ed83c1edcd6f3a666b84b88813cc1b6c5982d6fa37c5283def2a00ad9fc55

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:19.704779Z digest=sha256:c5d735ecb808f87fe1fa76a55a07e041bd6328817f3e5bf76c96f1d9c8beeea6

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=sha256:36b1885bd4ca9b44f83a16354c4386688274f5b5a40f7c66fa690f8801c06cf3

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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:19.818100Z digest=sha256:cc6be6010bf22ce3169afdc9344998d4f6f9c8c947208ba9ce1698a45dc181f4

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=sha256:2cd15be12ce3977858a94d253741b94e66efa03b237cc84c5d56081aadc17b93

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:19.931228Z digest=sha256:e72902f2bda89e3352ddda84973332d2136cee9195819040593bc21cf4e45b2a

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:19.984296Z digest=sha256:79e1a392a9538c4e335dca814ea1c19e88e9fa11c585fa6410301f14de5895d7

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:a232abc8c2b377e2b027a489b2652c91198d9651ed278592e4fb0a86d3e9c209

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:dd95e6e87fe1624d9eca7e3d1fa677b3354bb51fd0ea1f7c0b458d8631d29cb0

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

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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=sha256:1ad937892e49154812450b8e13a73dcd7f4ba66fcda987ee2fa3f6f9fdb8c1d7

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:20.231749Z digest=sha256:a3e958b03c5a38a3bfa083ad5277609ffe944668078c31988dedfb2de7de2e80

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=sha256:1a425ab52833498835dc1d05307f1e8a57047f773ea004695aeb0e5a2ae96367

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:20.353183Z digest=sha256:f85c7b1df48dcbd2e32966bdc21d4dbc15c508ec9a3626248f4b4d38ad3e5d88

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:f3d3c30bdaf2a164988ed6791e501542e50d342089c80a4f1ef91c0441972c35

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:20.454415Z digest=sha256:e414011a6a4ee6acb5b0655de4491d7bc43135f3cf73d53e2fbde054d1540f7f

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:20.513897Z digest=sha256:d704648fc9478eaad4759b675921ac6538b55e5983438e8b0a41ea92a9a918cd

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:20.596492Z digest=sha256:974b44f479540b66208da920c651f60c6244c79bfe59191bebcd5229e66ac010

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:20.719382Z digest=sha256:bac6249605bded59f8ed24687cb0d45a05738003a0290010b933e2328a4d2c67

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:20.764803Z digest=sha256:171c7e4a019235620f985ca60c7683d2768913fda79bba8e7d71365618a5930a

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=sha256:71eae996514cc3074bd8e11d3df3db06372059ad42ee5da19388413ea2c9a9db

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:20.873454Z digest=sha256:693854d9a8365db8ea679809f353e2d082dd4edbcb090bf39acb8a2b206ca046

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=sha256:2bfbc829c9e5bf3f9b0c7469ec895b254353443a150b87c0dcbab22ef2d656a0

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:21.034904Z digest=sha256:26854ce2abe96f3d5f88302e491216dbaee38b905c6fcc4acab89b4ae6417bf3

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:21.115474Z digest=sha256:965dd6bc69b452c07655f762d2d014eaaa6d5043d628af5d172b8e1aa61b7139

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:21.192155Z digest=sha256:53c2f96685f23b86b0038f1511eed472ec84b0c3914836ecb233005aea3c8f2c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T13:59:21.229923Z digest=sha256:f04a65fd3cdd6b7151d76e9c53fea8636a87202b3fed2e10b7eed57861606c27

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-30T16:27:45.767100Z digest=sha256:d488b92e6c0f128c3b4637a73e923760c615c15e1ddd140fdc3c195975afefd6