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Paper Citation Record · LEDGER

Lookism: The overlooked bias in computer vision

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2408.11448.

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

pith.paper-citation-record.v1
2408.11448 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:19:10.088658Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T15:42:42.667837Z

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 411f94f0-a7f7-433f-a6b0-a75d6e414c45 · inbound

Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta Learning cites this paper.

Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta Learning Lookism: The overlooked bias in computer vision

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-16T04:19:10.088658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:19:10.088658Z digest=sha256:fdb9191d4f4052ee0c241afa7e765886d781e1988e03b787228c954e1971c9ae

Observation 3b128f03-35c8-4b8e-b2a2-968e9c1b595e · inbound

When Algorithms Play Favorites: Lookism in the Generation and Perception of Faces cites this paper.

When Algorithms Play Favorites: Lookism in the Generation and Perception of Faces Lookism: The overlooked bias in computer vision

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:42:42.736846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:42:38.260861Z digest=sha256:82b6aeee0a7019f677c215532ab7b662d64ee14ac49b0b0ae32602f9767db612

Observation 933e2ad5-c44d-43c0-a1c3-8fe70078cd39 · inbound

Happy Young Women, Grumpy Old Men? Emotion-Driven Demographic Biases in Synthetic Face Generation cites this paper.

Happy Young Women, Grumpy Old Men? Emotion-Driven Demographic Biases in Synthetic Face Generation Lookism: The overlooked bias in computer vision

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-03T09:52:17.548473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T09:52:17.548473Z digest=sha256:1fca726b3f85a56a50443d481487988a63aae32c3ee02a7f38cefad3fbb2c560