Paper Citation Record · LEDGER

HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2408.04591.

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

pith.paper-citation-record.v1
2408.04591 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:57:28.388774Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T08:21:24.890779Z

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 4b4cc500-d113-4f28-b9bb-d47789734973 · 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 HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T23:57:28.388774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bf850f3-f12a-4494-95ff-2ec875f15364 · inbound

PACO: Proxy-Task Alignment and Online Calibration for On-the-Fly Category Discovery cites this paper.

PACO: Proxy-Task Alignment and Online Calibration for On-the-Fly Category Discovery HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:11:03.144246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b0cdd68e-f303-47bb-a910-72680537c48d · inbound

Sparsity Hurts: Simple Linear Adapter Can Boost Generalized Category Discovery cites this paper.

Sparsity Hurts: Simple Linear Adapter Can Boost Generalized Category Discovery HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:21:24.893610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0761eff9-686e-45ee-b3e2-3f42ea363dff · inbound

DP-BOA: Dirichlet-Process Birth-or-Assign for On-the-Fly Category Discovery cites this paper.

DP-BOA: Dirichlet-Process Birth-or-Assign for On-the-Fly Category Discovery HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-02T05:07:15.382134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.