Paper Citation Record · LEDGER

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation

As of 23 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2602.00722.

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

pith.paper-citation-record.v1
2602.00722 v2

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T06:04:28.261626Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

20 of 20 outbound references displayed

verified exact0
verified fuzzy0
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 88149ce8-26a9-4e44-b6ba-88c3b97466e4 · outbound

This paper cites GPT-4 Technical Report.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:25.866157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b79dee4a-01d1-4e2a-a403-cddb75a5c197 · outbound

This paper cites Vlm-assisted continual learning for visual question answering in self-driving.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation Vlm-assisted continual learning for visual question answering in self-driving

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:26.894946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d714d0f-e193-44c1-8414-099d916ecd0d · outbound

This paper cites CLEVR-Math: A Dataset for Compositional Language, Visual and Mathematical Reasoning.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation CLEVR-Math: A Dataset for Compositional Language, Visual and Mathematical Reasoning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:27.013621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9a1d045-6b7e-41b5-ad7e-32b14c5161e4 · outbound

This paper cites Continual learning for natural language generation in task- oriented dialog systems.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation Continual learning for natural language generation in task- oriented dialog systems

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:27.248424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c160529b-ae67-47cf-a6d6-997da3987ada · outbound

This paper cites FinVis-GPT: A Multimodal Large Language Model for Financial Chart Analysis.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation FinVis-GPT: A Multimodal Large Language Model for Financial Chart Analysis

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:27.343850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 825d9399-9c7f-43f2-b796-be8c73a9030f · outbound

This paper cites Robust- merge: Parameter-efficient model merging for mllms with direction robustness.arXiv preprint arXiv:2502.17159,.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation Robust- merge: Parameter-efficient model merging for mllms with direction robustness.arXiv preprint arXiv:2502.17159,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:27.438939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc0821f4-88dc-4648-bd0c-1cec67c803d2 · outbound

This paper cites Multi- prototype grouping for continual learning in visual ques- tion answering.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation Multi- prototype grouping for continual learning in visual ques- tion answering

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:27.529326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe3b7a3a-6c49-4000-babd-8481d716958d · outbound

This paper cites Mllm- cl: Continual learning for multimodal large language models.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation Mllm- cl: Continual learning for multimodal large language models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:27.636053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e91e0e79-5212-45ea-a5c3-fd81476e2ad7 · outbound

This paper cites It covers 5 specialized areas: Remote Sensing, Medical, Driving, Finance, and Science.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation It covers 5 specialized areas: Remote Sensing, Medical, Driving, Finance, and Science

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:27.746227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bc00ae8-b943-445c-8766-94aef795e69c · outbound

This paper cites an unresolved cited work.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:27.889138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d2152b5-0fcb-4c1f-96c9-a291cbd0bef4 · outbound

This paper cites Each dataset is treated as a task.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation Each dataset is treated as a task

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:28.092097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a34cde5-c130-402a-a623-894bfc032675 · outbound

This paper cites MapQA: A Dataset for Question Answering on Choropleth Maps.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 1975

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:25.960289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3eb8ec4-9ec5-4cf5-871b-82ca28e69c40 · outbound

This paper cites Oasis: Online sample selection for continual visual instruction tuning.arXiv preprint arXiv:2506.02011,.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation Oasis: Online sample selection for continual visual instruction tuning.arXiv preprint arXiv:2506.02011,

Reference 1999

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:26.617346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f493547e-a4ec-4ff4-8049-f40aa305978f · outbound

This paper cites HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:26.358487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99182e5f-d1ee-492b-a6fa-fae745b90a82 · outbound

This paper cites PathVQA: 30000+ Questions for Medical Visual Question Answering.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation PathVQA: 30000+ Questions for Medical Visual Question Answering

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:26.490010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a68083c0-2d2d-4e37-9ec2-ab0b10fcab60 · outbound

This paper cites In our method, GPM is used to accumulate gradient information from past tasks.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation In our method, GPM is used to accumulate gradient information from past tasks

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:28.261626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf0a5802-59e8-46eb-977b-b382d7da30c8 · outbound

This paper cites IAP: Improving Continual Learning of Vision-Language Models via Instance-Aware Prompting.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation IAP: Improving Continual Learning of Vision-Language Models via Instance-Aware Prompting

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:26.228432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edb428b3-6f7f-48f0-9b65-8da1b8c35cf6 · outbound

This paper cites DoRA: Weight-Decomposed Low-Rank Adaptation.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation DoRA: Weight-Decomposed Low-Rank Adaptation

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:27.143239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e28cdc8a-c7ee-4ee9-81e9-5075d456510a · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:26.097727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f52da81-0a9f-4f5a-9d0a-ed1ddf0e6d11 · outbound

This paper cites Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:26.757824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.