Paper Citation Record · LEDGER

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness

As of 17 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2608.12592.

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

pith.paper-citation-record.v1
2608.12592 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:09:56.229722Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

39 of 39 outbound references displayed

verified exact0
verified fuzzy20
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 38efd3db-918b-4128-83bd-a594f683d975 · outbound

This paper cites Scientific Data , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Scientific Data , volume=

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:57.598431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fd9498cf-9324-4f46-a989-16b5913a6c7c · outbound

This paper cites Critical Care Medicine , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Critical Care Medicine , volume=

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:57.567205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 77bfd429-4ff3-4bac-8d00-417a5aa16f09 · outbound

This paper cites Nature Medicine , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Nature Medicine , volume=

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:57.535989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 92639c2e-fdd4-4da8-b019-bb26ec2fd126 · outbound

This paper cites Anesthesiology , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Anesthesiology , volume=

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:57.504359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 07a460c9-cb76-4087-9373-a4c4c130f336 · outbound

This paper cites PLoS Biology , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness PLoS Biology , volume=

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:57.458015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation acbbbed7-7e63-4f1a-baeb-7330cc2dac7c · outbound

This paper cites National Science Review , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness National Science Review , volume=

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:57.427232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 12adf15e-551c-4f6f-a1d5-a544548db69e · outbound

This paper cites ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:55.272416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6b7dc17-6e81-4315-94f6-3762b0a024cb · outbound

This paper cites 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) , pages=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) , pages=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:55.318251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c395794-b535-4c23-b236-bb550a304014 · outbound

This paper cites New England Journal of Medicine , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness New England Journal of Medicine , volume=

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:57.356659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5eff5ca4-1a47-459a-b430-71767b00c45f · outbound

This paper cites Intensive Care Medicine , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Intensive Care Medicine , volume=

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:57.326292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0e353e70-0a23-434b-b335-fd50739c4acf · outbound

This paper cites JMIR Medical Informatics , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness JMIR Medical Informatics , volume=

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:57.287873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6cbcbb74-4add-4894-8b30-abc7fb6de64f · outbound

This paper cites TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:55.388475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f171215f-a62b-43fd-8248-843200f7ec33 · outbound

This paper cites arXiv Preprint arXiv:2403.02682 , year=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness arXiv Preprint arXiv:2403.02682 , year=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:55.399134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38bc7c9f-9c19-4aba-9aae-1306c9e63616 · outbound

This paper cites Vector Quantized Time Series Generation with a Bidirectional Prior Model.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Vector Quantized Time Series Generation with a Bidirectional Prior Model

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:55.461692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 023d9b26-d310-4bf8-9dd8-0279737bfe67 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Advances in Neural Information Processing Systems , volume=

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:57.253561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b705cfac-c607-49dc-af12-06d8f4e9a7b6 · outbound

This paper cites Proceedings of the ACM on Management of Data , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Proceedings of the ACM on Management of Data , volume=

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:57.225627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 14e8a54f-6ab4-4a3d-ad51-f6c5e610d75b · outbound

This paper cites Patterns , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Patterns , volume=

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:57.196908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2967ab11-c860-44a1-95a0-03e708658cf6 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:57.153100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5157e2b3-4bd0-4384-b6d0-290be23e84f9 · outbound

This paper cites Forty-second International Conference on Machine Learning , year=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Forty-second International Conference on Machine Learning , year=

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:57.124023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e4cdf594-ab22-4a57-aae4-19e8c56b2aec · outbound

This paper cites T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:55.718164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83d5d8fd-a302-4cc7-bb70-701c28b23f66 · outbound

This paper cites BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modeling.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modeling

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:55.731348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e49b374-d197-47db-8660-a28605cc407e · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Advances in Neural Information Processing Systems , volume=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:55.799633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94f312a9-7ff3-4f79-911f-89487791e4d9 · outbound

This paper cites Diffusion-TS: Interpretable Diffusion for General Time Series Generation.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Diffusion-TS: Interpretable Diffusion for General Time Series Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:55.888912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf6af382-903b-4d4f-bca0-a670246bb78f · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Advances in Neural Information Processing Systems , volume=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:55.979453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 709ed1ed-7845-4f5d-bf17-2ca70264a83d · outbound

This paper cites Nature Metabolism , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Nature Metabolism , volume=

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:57.054596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8b87667a-da18-40ed-b7af-5b6ae671e6ec · outbound

This paper cites Scientific Data , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Scientific Data , volume=

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:57.028593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 41c901dc-70ac-4192-b82f-ff50c8f20ed3 · outbound

This paper cites Scientific Data , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Scientific Data , volume=

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:56.994508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fbf42445-5ffa-4d9c-abac-a29047478ea6 · outbound

This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Proceedings of the IEEE/CVF International Conference on Computer Vision , pages=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:56.094721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34ed1914-8631-4e80-8e2c-2c76f63abbff · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:56.100969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a20c7ab-2ee7-4515-8a27-588e54058001 · outbound

This paper cites Nature Medicine , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Nature Medicine , volume=

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:56.929743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 28d8e15b-61d4-44cc-9fe2-ea559df75921 · outbound

This paper cites Personalized Medicine , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Personalized Medicine , volume=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:56.123197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34b0195e-93bf-4036-9d97-607ccc74c056 · outbound

This paper cites Anesthesiology , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Anesthesiology , volume=

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:56.875519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 81c6c776-cc30-48b2-995b-784f10152c3e · outbound

This paper cites Scientific Reports , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Scientific Reports , volume=

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:56.183636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0505891c-6885-4de1-ab07-5c679ededf38 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness IEEE Transactions on Pattern Analysis and Machine Intelligence , volume=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:56.191283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9755b45e-c256-40ae-a3d0-b4e2005d311b · outbound

This paper cites Nature Medicine , volume=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Nature Medicine , volume=

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:09:56.814803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bf059ea5-9f14-4e49-b567-ec8bc882378f · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:56.208798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9134f38-cbe8-455f-80f1-d0294b6dfeae · outbound

This paper cites The eleventh international conference on learning representations , year=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness The eleventh international conference on learning representations , year=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:56.216158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ea32018-6558-4ec3-ac39-fed0137ecef4 · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:56.223547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8234677b-8250-4711-b4c8-6282643a588b · outbound

This paper cites arXiv Preprint arXiv:2603.04767 , year=.

Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness arXiv Preprint arXiv:2603.04767 , year=

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T00:09:56.229722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.