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Paper Citation Record · LEDGER

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

As of 23 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 2026-08-23T06:30:58.430688+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=sha256:23715ff501c3ba56f837cf7eaa7a45773e1ea37d73ecfa96d6041c110e3fe1dc

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:c147c3112c3e1f5375ca311565f50a3da9ca35705e4070698bd3c7b696e18fb5

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=sha256:26c7f3bd32f68340417035c132585da15ab7883850e145c4b3242eca6b394ed7

Pith citing papers

No inbound Pith citation observations are available.