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Paper Citation Record · LEDGER

The Inductive Bottleneck: Data-Driven Emergence of Representational Sparsity in Vision Transformers

As of 14 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 0 inbound Pith citation observations for arXiv:2512.07331.

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

pith.paper-citation-record.v1
2512.07331 v2

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T18:02:38.838387Z

measured 3 of 3 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 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

3 of 3 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b741b80f-a571-426f-a4ee-992eb6a8fe01 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

The Inductive Bottleneck: Data-Driven Emergence of Representational Sparsity in Vision Transformers An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 2014

Resolution
unresolved
no resolver link, observed 2026-08-03T18:02:38.632391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:02:38.632391Z digest=sha256:e8cdf4e94c2f3305a3c03d449b058cc2f961db7b4be24e47f1529def1132a22b

Observation 4710e446-5cda-44b8-9abf-dd18e3667ad0 · outbound

This paper cites The information bottleneck method.

The Inductive Bottleneck: Data-Driven Emergence of Representational Sparsity in Vision Transformers The information bottleneck method

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-03T18:02:38.838387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:02:38.838387Z digest=sha256:3727411e028f5876249e20c7dff2848c54f60fd4f180fe6169ce7db057279547

Observation 7591a7d3-8f37-4dc2-b9a8-a383831ab39d · outbound

This paper cites Contextual Diversity for Active Learning.

The Inductive Bottleneck: Data-Driven Emergence of Representational Sparsity in Vision Transformers Contextual Diversity for Active Learning

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-03T18:02:38.726440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:02:38.726440Z digest=sha256:ef97f71a38c1a46368b331f304504f6f9fde1e963bad3a8d6da9b9180b95665f

Pith citing papers

No inbound Pith citation observations are available.