Paper Citation Record · LEDGER

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

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 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 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:45:44.788078Z

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 2026-08-15T06:32:42.880941+00:00.

Observation 34a5d01c-c8e4-45f6-aac7-c14682479013 · inbound

Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation cites this paper.

Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation PILOT: A Pre-Trained Model-Based Continual Learning Toolbox

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T16:45:44.788078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f98d639a-d8b0-428a-b505-fc70402f0afe · inbound

PEARL: Input-Agnostic Prompt Enhancement with Negative Feedback Regulation for Class-Incremental Learning cites this paper.

PEARL: Input-Agnostic Prompt Enhancement with Negative Feedback Regulation for Class-Incremental Learning PILOT: A Pre-Trained Model-Based Continual Learning Toolbox

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T15:34:40.617751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c2bcfeb-eaf0-478e-aaf4-355b54b7154d · inbound

Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning cites this paper.

Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning PILOT: A Pre-Trained Model-Based Continual Learning Toolbox

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T23:03:25.803384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e003aee-e140-4620-9351-ba0e5ebb1ce1 · inbound

ZeroFlow: Overcoming Catastrophic Forgetting is Easier than You Think cites this paper.

ZeroFlow: Overcoming Catastrophic Forgetting is Easier than You Think PILOT: A Pre-Trained Model-Based Continual Learning Toolbox

Reference 1992

Resolution: unresolved; no resolver link, observed 2026-08-10T22:41:42.411905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 b8979206-399c-4d09-a6e6-4d51435ba96e · inbound

MoTE: Mixture of Task-specific Experts for Pre-Trained ModelBased Class-incremental Learning cites this paper.

MoTE: Mixture of Task-specific Experts for Pre-Trained ModelBased Class-incremental Learning PILOT: A Pre-Trained Model-Based Continual Learning Toolbox

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:50.578163Z

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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.