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Paper Citation Record · LEDGER

Open-Set Recognition: a Good Closed-Set Classifier is All You Need?

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2110.06207.

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

pith.paper-citation-record.v1
2110.06207 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:41:41.341541Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T16:14:14.297113Z

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 892358e1-b3e9-47d0-92fb-998989730a37 · inbound

Out-Of-Distribution Detection with Diversification (Provably) cites this paper.

Out-Of-Distribution Detection with Diversification (Provably) Open-Set Recognition: a Good Closed-Set Classifier is All You Need?

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-12T15:41:41.341541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:41:41.341541Z digest=sha256:cf4d58323180cdf3444638ea131302a93c1b9204a2b9ac6dd27c5452813ea136

Observation a47f39bf-3f2b-4006-9cff-d9bbe65e42c8 · inbound

HEM: a margin-based loss for visual categorisation tasks cites this paper.

HEM: a margin-based loss for visual categorisation tasks Open-Set Recognition: a Good Closed-Set Classifier is All You Need?

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-10T17:30:21.563104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T17:30:21.563104Z digest=sha256:aa7a62e760c6cb7dcb2ec9b9b04fdcf0725297b501cbde0cac20699cf930a2f2

Observation 81bc71cb-d567-40f2-a96f-330f8ab4b022 · inbound

Prior-Constrained Association Learning for Fine-Grained Generalized Category Discovery cites this paper.

Prior-Constrained Association Learning for Fine-Grained Generalized Category Discovery Open-Set Recognition: a Good Closed-Set Classifier is All You Need?

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T21:20:11.040685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T21:20:11.040685Z digest=sha256:95968513d04251bfd3b37e02f6bbcf2fcc227dff74266a36d849e86946777580

Observation f5978c2c-134c-492a-b9a0-fcfd8087f2eb · inbound

Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation cites this paper.

Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation Open-Set Recognition: a Good Closed-Set Classifier is All You Need?

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T11:06:30.738707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:06:30.738707Z digest=sha256:552911ea7598339406b4d4e338e6cff9e9a343900b88b20c43f6623655e3bac7

Observation 07bd20e1-d9f2-422b-9d42-5d598f32c7b2 · inbound

SODA: Out-of-Distribution Detection in Domain-Shifted Point Clouds via Neighborhood Propagation cites this paper.

SODA: Out-of-Distribution Detection in Domain-Shifted Point Clouds via Neighborhood Propagation Open-Set Recognition: a Good Closed-Set Classifier is All You Need?

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T22:22:33.987207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:22:33.987207Z digest=sha256:6190ba22b6cae2e12c070d3cb18797da2406f95d487297d4ec845560755766a8

Observation 098e26d3-312b-45a4-9db4-7bac6ef2a5e6 · inbound

A Hidden Stumbling Block in Generalized Category Discovery: Distracted Attention cites this paper.

A Hidden Stumbling Block in Generalized Category Discovery: Distracted Attention Open-Set Recognition: a Good Closed-Set Classifier is All You Need?

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:14:14.340712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-06T16:14:13.479706Z digest=sha256:24317c391b6476ef6b51f78a0f2f445f33a6687e0d140ed171b59a209548599f

Observation a789b540-1d2a-44b9-9990-32a97d5a0dc9 · inbound

MedXplore: Towards Reliable and Unbiased Generalized Category Discovery in Medical Imaging cites this paper.

MedXplore: Towards Reliable and Unbiased Generalized Category Discovery in Medical Imaging Open-Set Recognition: a Good Closed-Set Classifier is All You Need?

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-01T04:32:39.236742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T04:32:39.236742Z digest=sha256:fe14d161212ac6e22b1d016720e935b12a314bf2136e87e60cb8e5809b5e9670