Paper Citation Record · LEDGER

PILOT: A Pre-Trained Model-Based Continual Learning Toolbox

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2309.07117.

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

pith.paper-citation-record.v1
2309.07117 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:21:39.095713Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T08:23:15.399441Z

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 fedbf0a7-ad13-4979-9e31-303b89f332b9 · inbound

Sparse Orthogonal Parameters Tuning for Continual Learning cites this paper.

Sparse Orthogonal Parameters Tuning for Continual Learning PILOT: A Pre-Trained Model-Based Continual Learning Toolbox

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:08:18.736983Z

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.

Observation 6c78e687-07f8-48a0-9ebf-0f19c267154c · inbound

CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning cites this paper.

CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning PILOT: A Pre-Trained Model-Based Continual Learning Toolbox

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T12:21:39.095713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b708700e-7397-4fb7-89e1-4b94f2e77d54 · inbound

Forward-Only Continual Learning cites this paper.

Forward-Only Continual Learning PILOT: A Pre-Trained Model-Based Continual Learning Toolbox

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T12:31:25.974686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60434c58-a586-4eed-a0c1-273d00bb8ff9 · inbound

LDEPrompt: Layer-importance guided Dual Expandable Prompt Pool for Pre-trained Model-based Class-Incremental Learning cites this paper.

LDEPrompt: Layer-importance guided Dual Expandable Prompt Pool for Pre-trained Model-based Class-Incremental Learning PILOT: A Pre-Trained Model-Based Continual Learning Toolbox

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:50:58.387116Z

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.

Observation c10d7c52-0cdc-41fb-85bf-4dc23727d0bc · inbound

Quantum-Gated Task-interaction Knowledge Distillation for Pre-trained Model-based Class-Incremental Learning cites this paper.

Quantum-Gated Task-interaction Knowledge Distillation for Pre-trained Model-based Class-Incremental Learning PILOT: A Pre-Trained Model-Based Continual Learning Toolbox

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:20:58.156251Z

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.

Observation cec7a006-8661-4a40-8bd9-cd89ee641458 · inbound

Non-Forgetting Knowledge Allocation with Bi-level Competition for Class-Incremental Learning cites this paper.

Non-Forgetting Knowledge Allocation with Bi-level Competition for Class-Incremental Learning PILOT: A Pre-Trained Model-Based Continual Learning Toolbox

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T08:23:15.403512Z

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.