Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2412.09441.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:54:54.853897Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T12:31:26.241639Z
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 07c6469a-9bf9-4564-be11-7180c764cdbb · inbound
PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning cites this paper.
PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T16:54:54.853897Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c1ac3c3-be8f-498d-8cef-3536995364e4 · inbound
Forward-Only Continual Learning cites this paper.
Forward-Only Continual Learning MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning
Reference 36
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T12:31:26.247427Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.