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Paper Citation Record · LEDGER

Happy: A Debiased Learning Framework for Continual Generalized Category Discovery

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2410.06535.

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

pith.paper-citation-record.v1
2410.06535 v2

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 2026-08-19T06:32:44.657259+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:43:15.264765Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T14:47:03.311083Z

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 c93afa51-785a-492a-a394-b3aafcf909f4 · inbound

Generalized Category Discovery via Token Manifold Capacity Learning cites this paper.

Generalized Category Discovery via Token Manifold Capacity Learning Happy: A Debiased Learning Framework for Continual Generalized Category Discovery

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T15:43:15.264765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:43:15.264765Z digest=sha256:221131709a1dc4acfce387687f1de239ae88cb855b695f784c63fadfffb946ae

Observation d209c956-e297-4e60-ba3a-54dd5f9b9271 · inbound

Video-based Generalized Category Discovery via Memory-Guided Consistency-Aware Contrastive Learning cites this paper.

Video-based Generalized Category Discovery via Memory-Guided Consistency-Aware Contrastive Learning Happy: A Debiased Learning Framework for Continual Generalized Category Discovery

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T23:57:28.355657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:57:28.355657Z digest=sha256:7fb4f512fba2e3f4e9ec1929877e2eb2b6da69ea672a9261cb6ca9fc98431a90

Observation 30fac354-e4b5-4c2a-8c07-3ba5e35130fe · inbound

Identifying Latent Concepts and Structures for Generalized Category Discovery cites this paper.

Identifying Latent Concepts and Structures for Generalized Category Discovery Happy: A Debiased Learning Framework for Continual Generalized Category Discovery

Reference 169

Resolution
verified exact
arxiv_id, observed 2026-07-02T14:47:03.312632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-07-02T14:42:01.334822Z digest=sha256:4c9cb59c8a381595a57ac9fbe887e994908f78cb6d501e1a86cf301b2522f2f5