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Paper Citation Record · LEDGER

On the advantages of stochastic encoders

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2102.09270.

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

pith.paper-citation-record.v1
2102.09270 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:22:48.092640Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T04:52:34.316431Z

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 ab8c7d60-95a9-4457-8681-b35870bc7abd · inbound

The Gap Between Principle and Practice of Lossy Image Coding cites this paper.

The Gap Between Principle and Practice of Lossy Image Coding On the advantages of stochastic encoders

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-10T17:22:48.092640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:22:48.092640Z digest=sha256:f5146d248e4f635e36076ed4c9951c691fe4de00a48fb8a68daa08d9e239087f

Observation 2abd8d9f-cdbb-4eb2-9550-98c3380cb972 · inbound

Neural CSI Compression Fine-Tuning: Taming the Communication Cost of Model Updates cites this paper.

Neural CSI Compression Fine-Tuning: Taming the Communication Cost of Model Updates On the advantages of stochastic encoders

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-23T04:52:34.318421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-23T04:48:06.180749Z digest=sha256:0554fd5cd6660e3504e66c9cb35bf18c6221a3f60e585962300f779ae2f6bdc6