Pith. sign in

Paper Citation Record · LEDGER

ReAugment: Model Zoo-Guided RL for Few-Shot Time Series Augmentation and Forecasting

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2409.06282.

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

pith.paper-citation-record.v1
2409.06282 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:25:55.864683Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T18:55:00.447605Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 2ad49e4c-fef7-440c-935b-0cd4f7c7f137 · inbound

Text Reinforcement for Multimodal Time Series Forecasting cites this paper.

Text Reinforcement for Multimodal Time Series Forecasting ReAugment: Model Zoo-Guided RL for Few-Shot Time Series Augmentation and Forecasting

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-05T13:25:55.864683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:25:55.864683Z digest=sha256:71998eab642bde9a09bcf9ee0c807dd161c2131a75110da02b930cf623efddf4

Observation 7d883acb-1414-4323-b62e-b05320fdf993 · inbound

CSRA: Controlled Spectral Residual Augmentation for Robust Sepsis Prediction cites this paper.

CSRA: Controlled Spectral Residual Augmentation for Robust Sepsis Prediction ReAugment: Model Zoo-Guided RL for Few-Shot Time Series Augmentation and Forecasting

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-10T12:30:23.776303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T12:26:56.844254Z digest=sha256:d175aca25d8413e5c46c58167b1a832a61488877271a0da3f05b1c14852ad009

Observation b52bbc3a-7206-4313-9ef8-c048966e7588 · inbound

DAD4TS: Data-Augmentation-Oriented Diffusion Model for Time-Series Forecasting with Small-Scale Data cites this paper.

DAD4TS: Data-Augmentation-Oriented Diffusion Model for Time-Series Forecasting with Small-Scale Data ReAugment: Model Zoo-Guided RL for Few-Shot Time Series Augmentation and Forecasting

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-20T12:23:16.796663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-20T12:22:12.464634Z digest=sha256:6b1b0db7f328305b9cafa09d9c66922d792f751ad85e036212a42163f5687ba6

Observation 4a2465e5-874a-4141-b07c-dd44dcd67702 · inbound

DAD4TS: Data-Augmentation-Oriented Diffusion Model for Time-Series Forecasting with Small-Scale Data cites this paper.

DAD4TS: Data-Augmentation-Oriented Diffusion Model for Time-Series Forecasting with Small-Scale Data ReAugment: Model Zoo-Guided RL for Few-Shot Time Series Augmentation and Forecasting

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-06-30T18:55:00.449402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-30T18:50:53.872036Z digest=sha256:cf834befc0b90615cafd2b07af0d1ee6c043daffeed27e788b3ce6788ecb0cbf