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Paper Citation Record · LEDGER

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting

As of 14 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 3 inbound Pith citation observations for arXiv:2505.22370.

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

pith.paper-citation-record.v1
2505.22370 v3

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:15:59.730891Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T15:45:03.355331Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T07:18:06.836124Z

Reference resolution

59 of 59 outbound references displayed

  • verified exact2
  • verified fuzzy40
  • unresolved17
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 83bb0147-5944-459e-818b-de1ea25e44f4 · outbound

This paper cites Continual lifelong learning with neural networks: A review.Neural Networks, 113:54–71, 2019.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Continual lifelong learning with neural networks: A review.Neural Networks, 113:54–71, 2019

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T13:15:55.078663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:15:55.078663Z digest=sha256:c7597911cc7cd60bed25ec2be44ddcc207a828d3fd019c0e0966a76e1d8ea4e3

Observation 116cf86e-0c8d-47ff-82cf-48b3d2543f94 · outbound

This paper cites Lora: Low-rank adaptation of large language models.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Lora: Low-rank adaptation of large language models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T13:15:55.141584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:15:55.141584Z digest=sha256:256ae756645ed46ac669b64e226756638124e0bfb88eb235616ee7f27f1ac4ee

Observation b0376b54-f5dd-4399-a7ce-e76596498cee · outbound

This paper cites Parameter-efficient transfer learning for nlp.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Parameter-efficient transfer learning for nlp

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:09.348977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:55.243358Z digest=sha256:981aca91f6c10617eb6282345abf2b74a37a3b552eab7a0cde03298ffa107a2b

Observation 1cf9909f-1315-4c78-b438-f9e801b556ea · outbound

This paper cites Belongie, Bharath Hariharan, and Ser-Nam Lim.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Belongie, Bharath Hariharan, and Ser-Nam Lim

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:08.964360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:55.294368Z digest=sha256:1448c2fda54cd94388af327900b7a80f8c9194bb7be54cf2adabf972fb75f24c

Observation 0f4e844a-79f5-47a4-bc6b-8affb46f6c83 · outbound

This paper cites Learning to prompt for continual learning.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Learning to prompt for continual learning

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:08.724939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:55.359312Z digest=sha256:581b293bda86660b6f6b7be7e5a8e8b2fd8834678f296783cd605cdf15eea8be

Observation 0f61544c-3594-49de-afa0-1eaebd1ff82d · outbound

This paper cites Coda-prompt: Continual decomposed attention-based prompting for rehearsal-free continual learning.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Coda-prompt: Continual decomposed attention-based prompting for rehearsal-free continual learning

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:08.376343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:55.461089Z digest=sha256:c0439f0d08859e45c4699c83ea2257ffaf64fbf72d2b00c9c2c4c880e2bed953

Observation c4d21e8a-ed97-46ee-b0e8-626dd5394a61 · outbound

This paper cites A unified continual learning framework with general parameter-efficient tuning.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting A unified continual learning framework with general parameter-efficient tuning

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:08.091548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:55.535510Z digest=sha256:424d59639ba20f7c006473c9b824239bef54f2ce333dabb9f8a3d913e23652b2

Observation a7744bfa-4ff3-4291-8b3a-3576872cb49a · outbound

This paper cites Inflora: Interference-free low-rank adaptation for continual learning.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Inflora: Interference-free low-rank adaptation for continual learning

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:07.785148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:55.604376Z digest=sha256:27be1a05ad89c44828d17b65cc5c68f2eaba1da9a2ca16f8c8769a39097044f8

Observation dd68bf8d-ad62-43cc-a428-c11c02455a0e · outbound

This paper cites Visual Prompt Tuning in Null Space for Continual Learning.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Visual Prompt Tuning in Null Space for Continual Learning

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T13:15:55.676955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:15:55.676955Z digest=sha256:a9c3625428fb76ce2f481acf38d5e20402ae89c07af1fe84a0b5fd41bb1684d9

Observation 4ce5adc5-90d7-42a5-b5f9-12345d509101 · outbound

This paper cites TAIA: Large Language Models are Out-of-Distribution Data Learners.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting TAIA: Large Language Models are Out-of-Distribution Data Learners

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:16:00.246332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:55.746734Z digest=sha256:50f009f36f6ef4092b52d952a1a7901a53455fe15fdd0000945d4669544b650a

Observation ef4f804c-3d72-48a3-bd26-cb370bd77d53 · outbound

This paper cites Knowledge Neurons in Pretrained Transformers.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Knowledge Neurons in Pretrained Transformers

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T13:15:55.841089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:15:55.841089Z digest=sha256:383f93a31352b39fd8a5aa85bb14ed9442619efbfa952c193a5296ab6f3b9f00

Observation be556afd-0654-4511-91ce-f4a44c71a619 · outbound

This paper cites Transformer Feed-Forward Layers Are Key-Value Memories.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Transformer Feed-Forward Layers Are Key-Value Memories

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T13:15:55.914200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:15:55.914200Z digest=sha256:22f559afcb28c2bd73d8d7c2f9818c2f7dd5745a7a52255e447c067a5f301ec6

Observation 2d0e79af-e7e9-41a9-a9fc-feb2641d1e87 · outbound

This paper cites The power of scale for parameter-efficient prompt tuning.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting The power of scale for parameter-efficient prompt tuning

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:07.459118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:55.986521Z digest=sha256:c5b54040ef5195cfc44d864f0797e99573fdf34cdf3a3c385fe952990c799a36

Observation ddf18946-9cb8-46df-b1cb-19c0049f2b46 · outbound

This paper cites Prefix-tuning: Optimizing continuous prompts for generation.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Prefix-tuning: Optimizing continuous prompts for generation

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:07.168740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:56.077202Z digest=sha256:493ca592e164a477b7cfa3aa86858c08d49ca6230d872d7dfb2e5e7ce1fb2ca2

Observation aa7c4487-2bda-43b4-85a3-b0bb25d9005e · outbound

This paper cites Bitfit: Simple parameter-efficient fine-tuning for transformer-based masked language-models.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Bitfit: Simple parameter-efficient fine-tuning for transformer-based masked language-models

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:06.917527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:56.136480Z digest=sha256:c5c70fd201a33a6f9aeddcb38ae79046d385d400acd33a5a93f738d9cd4562b1

Observation 1aa96bc6-ad9b-40cb-acd3-38d3167304b3 · outbound

This paper cites Adapterbias: Parameter-efficient token-dependent representation shift for adapters in nlp tasks.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Adapterbias: Parameter-efficient token-dependent representation shift for adapters in nlp tasks

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:06.839718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:56.187253Z digest=sha256:6b5a10d1be795dbc3900f93d1c2be57f7362bcb78399987675130568ce2b22cf

Observation c04bbd45-1d2a-49a7-a05c-47b370583992 · outbound

This paper cites Compacter: Efficient low-rank hypercomplex adapter layers.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Compacter: Efficient low-rank hypercomplex adapter layers

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:06.674778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:56.242166Z digest=sha256:4f7f1d826f1289712720b28593716ad892b32fca17ba153d6e2fb47a9c08eef5

Observation 34be50d6-2640-4b83-b95f-eae70f4cda17 · outbound

This paper cites Adaptformer: Adapting vision transformers for scalable visual recognition.Advances in Neural Information Processing Systems, pages 16664–16678, 2022.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Adaptformer: Adapting vision transformers for scalable visual recognition.Advances in Neural Information Processing Systems, pages 16664–16678, 2022

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:06.516875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:56.315807Z digest=sha256:2a9bef3f312f8ce50b1b94a607c6bf8f782935999be82b6eb9b8e1a96790582e

Observation 2f7f060b-e898-4a27-8ee6-3041dc44e874 · outbound

This paper cites Continual learning through synaptic intelligence.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Continual learning through synaptic intelligence

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:06.337827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:56.388534Z digest=sha256:1f9894b056e3195e787f194b751d93a0b5efdbc1fa656ddb429ab96fe794f17c

Observation 103b3136-7625-4dc0-8264-475e5d96187d · outbound

This paper cites Continual learning with node-importance based adaptive group sparse regularization.Advances in Neural Information Processing Systems, pages 3647–3658, 2020.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Continual learning with node-importance based adaptive group sparse regularization.Advances in Neural Information Processing Systems, pages 3647–3658, 2020

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:06.132527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:56.421198Z digest=sha256:5bac9e97585bb3f8b78b43bae9c478d9ab8107650b041ea776c4e585bad36ebf

Observation 9ca7b36b-c387-43a7-b2b6-109aa2abf173 · outbound

This paper cites Memory aware synapses: Learning what (not) to forget.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Memory aware synapses: Learning what (not) to forget

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:05.927695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:56.505358Z digest=sha256:2630bae578afc1f7f6a5969f05545360b14e48e28a69a0452a9febb196965e27

Observation a5e62bab-ac0d-42a7-a9cd-ff601ac455c8 · outbound

This paper cites Overcoming catastrophic forgetting in neural networks.PNAS, 114(13):3521–3526, 2017.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Overcoming catastrophic forgetting in neural networks.PNAS, 114(13):3521–3526, 2017

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:05.754738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:56.600388Z digest=sha256:dca12c321f7fb0b69ee6346d3353787d503ca3c193706668f866a25437e83f10

Observation 20094fe5-f214-4c01-9eb7-d2309291e29e · outbound

This paper cites Online continual learning with maximal interfered retrieval.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Online continual learning with maximal interfered retrieval

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:05.570908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:56.722649Z digest=sha256:116628d49ab096289afaa26a7d651ccdf1fbf8a71a5bcdb2be21c6d34dc9f302

Observation d02606e9-3e69-4f65-a60f-536eac6f9e70 · outbound

This paper cites Gradient based sample selection for online continual learning.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Gradient based sample selection for online continual learning

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:05.416325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:56.857080Z digest=sha256:230012d3c7596f6bfc6aa5285cf6107a01e298d897f0c13b0ae05e441d4d25bb

Observation dbbe2c45-2ecc-4dcd-9340-7984635f7dd1 · outbound

This paper cites Exploring example influence in continual learning.Advances in Neural Information Processing Systems, pages 27075–27086, 2022.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Exploring example influence in continual learning.Advances in Neural Information Processing Systems, pages 27075–27086, 2022

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:05.236590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:56.982326Z digest=sha256:0ca8c36b6d6dd05732a8bb72ca40f71b1c8460d9c7f068988b78fa256b3b5335

Observation fd6a543b-b238-4375-8bdc-d1a22d95ce05 · outbound

This paper cites Loss decoupling for task-agnostic continual learning.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Loss decoupling for task-agnostic continual learning

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:05.078118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:57.151578Z digest=sha256:24fa8d6bc0d2dfb8b97de73dfc93e20a72afbd63aa8aa3682e35aa7aee16afd5

Observation 2f2fc572-e6cc-4721-9e4c-c86b2f3bd8fb · outbound

This paper cites Progressive Neural Networks.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Progressive Neural Networks

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T13:15:57.292805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:15:57.292805Z digest=sha256:74c6e533bcd738181cc090e6308ace41ee9326a4abfd444fe0ad9b7248a75e5f

Observation e2374e4a-db14-4c48-8c8b-1d9c3d38eb79 · outbound

This paper cites an unresolved cited work.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:16:04.926704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:57.353692Z digest=sha256:51dd7a62793067334974644dc9087d7ed248dd9638574bd03c3ae51905cfc6a8

Observation f9acbf55-2845-48d2-a1c7-3ff462c75d7c · outbound

This paper cites Learn to grow: A continual structure learning framework for overcoming catastrophic forgetting.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Learn to grow: A continual structure learning framework for overcoming catastrophic forgetting

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:04.759899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:57.410756Z digest=sha256:349f93fc1836dd43c852802f1994beec4b363764b8effbe0a64ff1cc1cd5537c

Observation 7d2b9286-72ea-42eb-b8a1-323798fbe5aa · outbound

This paper cites Continual learning of context-dependent processing in neural networks.Nature Machine Intelligence, 1(8):364–372, 2019.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Continual learning of context-dependent processing in neural networks.Nature Machine Intelligence, 1(8):364–372, 2019

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:04.596016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:57.471922Z digest=sha256:c0b4bc66807a456b8c846172372b5ee79098e3c14d1dcc9a29ab5c7a11f16d8b

Observation a861a262-0ef1-4069-a237-be0db9ab2c63 · outbound

This paper cites Orthogonal gradient descent for continual learning.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Orthogonal gradient descent for continual learning

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:04.377842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:57.531270Z digest=sha256:7fdf4aad5ff922b0999026a11e294e175e864d8c62e0df30f2751ff2495111d4

Observation c56a3665-05ab-46d2-855b-d74227f92d86 · outbound

This paper cites Gradient projection memory for continual learning.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Gradient projection memory for continual learning

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:04.163602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:57.587823Z digest=sha256:e2e841a378cda7ff3b6937966ebc3544be00861a3b1dc2797951100c02ae3313

Observation 490d2709-1059-428b-8882-fc04d4d29a19 · outbound

This paper cites TRGP: Trust Region Gradient Projection for Continual Learning.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting TRGP: Trust Region Gradient Projection for Continual Learning

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T13:15:57.659302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:15:57.659302Z digest=sha256:40853108ecef111f25ddf4518a9632aa71ce1a3682402765aa5cf25f9b9ea81d

Observation af847908-1bbf-4447-beaa-2dea01ceb3e4 · outbound

This paper cites Masked autoencoders are scalable vision learners.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Masked autoencoders are scalable vision learners

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T13:15:57.752087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:15:57.752087Z digest=sha256:434a1ecde56807b2570d2f867f369e440d5b725303b8af8604ffe7b566c4b3c1

Observation 285c2bff-d5af-4f0d-bd9e-c8c6caef0e4a · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting An image is worth 16x16 words: Transformers for image recognition at scale

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T13:15:57.810174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:15:57.810174Z digest=sha256:19f3d2437122385ee31dd5f94f8b920ab101fdc1ac94092ac1b61b38c2e6461b

Observation fea65119-cb01-45ef-b1aa-f17e97c8f1da · outbound

This paper cites BERT: pre-training of deep bidirectional transformers for language understanding.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting BERT: pre-training of deep bidirectional transformers for language understanding

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:03.991195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:57.882776Z digest=sha256:70ef54c0ea9c25c219631975652f94a712372beba065aed978f8edc3e8821fcc

Observation b1d4787f-13b2-4a09-b0df-40034b65e96e · outbound

This paper cites Transfer without forgetting.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Transfer without forgetting

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:03.710361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:57.940477Z digest=sha256:0f0b56d8b7b449cdf4ec5ad2f22a8d06e98a197de5abe257e804a7892d925788

Observation 84f6f852-ce4d-4333-8434-312b55af95b8 · outbound

This paper cites Preventing zero-shot transfer degradation in continual learning of vision-language models.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Preventing zero-shot transfer degradation in continual learning of vision-language models

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:03.493971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:57.998298Z digest=sha256:e889ce75a6f24094cc700e87e0e5c60b5e7d232b228e67b0855cb74aa40adba6

Observation b46328d6-a135-40d0-b72b-3a4b394a834f · outbound

This paper cites Introducing language guidance in prompt- based continual learning.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Introducing language guidance in prompt- based continual learning

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:03.227248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:58.051033Z digest=sha256:3d54024f1b2ff9078700258012add728e4639d4690f8cbfd36d32aeab7324921

Observation edf9f0a8-0f8b-48e5-9b18-1e0a49cbbf0c · outbound

This paper cites Personalized federated continual learning via multi-granularity prompt.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Personalized federated continual learning via multi-granularity prompt

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:02.939278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:58.110066Z digest=sha256:3c4429b202cc0857f38722eafb3f4897a73470fc154903f7e237eaec8ead5503

Observation 388ca52e-1539-4905-a466-471a344abef3 · outbound

This paper cites Orthogonal Subspace Learning for Language Model Continual Learning.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Orthogonal Subspace Learning for Language Model Continual Learning

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T13:15:58.168014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:15:58.168014Z digest=sha256:626f630e9b25699ba6b91aafff22487753bda08824c8061485364fad3b4aa620

Observation bc1a0697-c36b-4012-aeb8-450a4488317a · outbound

This paper cites Gradient-based editing of memory examples for online task-free continual learning.NeurIPS, 34:29193–29205, 2021.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Gradient-based editing of memory examples for online task-free continual learning.NeurIPS, 34:29193–29205, 2021

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:02.641120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:58.233448Z digest=sha256:aaeab2a4abf9c8aaa45e0e161d26a8aa4e0d7c795e28d4eb05dc4683d1bf702b

Observation 96b3f61c-4fb1-4f8d-9233-9d71a06b255c · outbound

This paper cites LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T13:15:58.292460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:15:58.292460Z digest=sha256:f01e02cac6351a72e3253ac563b2659a9a40be3f6e1480407e5827dd8d16bea3

Observation 8c36fdca-d882-4085-9567-d6006fe14fee · outbound

This paper cites Dualprompt: Complementary prompting for rehearsal-free continual learning.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Dualprompt: Complementary prompting for rehearsal-free continual learning

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:02.458815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:58.365895Z digest=sha256:8f1ba34bdf5277d0567e65189909932bf3caf62d05e8e7c1c54a767a47242925

Observation bae2b400-6a0a-45ae-8526-0324b2f3a4e0 · outbound

This paper cites Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:15:59.972111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:58.446074Z digest=sha256:f5c641a51e0d0aa78c3e7bccc639f4cef11edc7c42c703298af825534c38b8bf

Observation 47921a07-ea5d-4cae-9ad2-87ab3e9cd634 · outbound

This paper cites Evolving parameterized prompt memory for continual learning.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Evolving parameterized prompt memory for continual learning

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:02.177079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:58.498013Z digest=sha256:775ddd5dac30e58f6329ff05c1d0f5e0dd4df53fcb75c908d4974645f34457b7

Observation 9917f6d0-e21c-42de-ac56-7628ea6b874d · outbound

This paper cites Vector Quantization Prompting for Continual Learning.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Vector Quantization Prompting for Continual Learning

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T13:15:58.556815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:15:58.556815Z digest=sha256:d220bf753b669d6af7807d0d7f5b2ca8d6c2afba9de2b8792325638121cda719

Observation b3fc884b-08af-4113-bb94-47419956a160 · outbound

This paper cites S-lora: Scalable low-rank adaptation for class incremental learning.Under review at International Conference on Learning Representations (ICLR), 2025.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting S-lora: Scalable low-rank adaptation for class incremental learning.Under review at International Conference on Learning Representations (ICLR), 2025

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:01.875511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:58.617144Z digest=sha256:2129822978dba7265a7975e02610846f9e0db5f689f4e2194db6a0e84b8fb528

Observation 70bc716d-41a2-4006-8ca9-b7c44d9cc7e7 · outbound

This paper cites The many faces of robustness: A critical analysis of out-of-distribution generalization.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting The many faces of robustness: A critical analysis of out-of-distribution generalization

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T13:15:58.694337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:15:58.694337Z digest=sha256:26d980d0999c4451b750839c145c96f8f8c27e60d629b8237d732643171a2a6a

Observation ab388a01-9a49-4b73-aaad-ad4baf0d1123 · outbound

This paper cites Learning multiple layers of features from tiny images.Master’s thesis, University of Tront, 2009.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Learning multiple layers of features from tiny images.Master’s thesis, University of Tront, 2009

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:01.710129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:58.797591Z digest=sha256:0bb20f20e70f964b091b62b970395e04d5cbc56e82e53cf6a79970c0005eab79

Observation 118ef11f-9743-436c-b9f8-49579c61bb39 · outbound

This paper cites Moment matching for multi-source domain adaptation.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Moment matching for multi-source domain adaptation

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:01.538666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:58.869301Z digest=sha256:e57a2157a21121f185cbcb830b1df3991c83c055f65eef068c9c857ca4e9ba02

Observation 442177a2-0919-4168-bfd5-29bc3fd36615 · outbound

This paper cites Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T13:15:58.959382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:15:58.959382Z digest=sha256:04da756a72e48681946e107487f843c819685548116e209807c2f21c10c46aa5

Observation dd62f8f1-0828-4f32-b34e-fe8258bca6b2 · outbound

This paper cites Slca: Slow learner with classifier alignment for continual learning on a pre-trained model.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Slca: Slow learner with classifier alignment for continual learning on a pre-trained model

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:01.205312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:59.052523Z digest=sha256:4a20d307c2690ac8579812d711130fea113427fafaf4772eed6f3e2759e43469

Observation baba0069-2dfe-404c-884b-1d257d61f1ec · outbound

This paper cites Imagenet-21k pretraining for the masses.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Imagenet-21k pretraining for the masses

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:01.007320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:59.156957Z digest=sha256:1790052e1031a09f0baf40a7c2a59717958670f61178f4fc03c3db8cf2bd35e0

Observation 1ff2bdd9-abcc-4443-b851-12279942ab63 · outbound

This paper cites Decoupled weight decay regularization.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Decoupled weight decay regularization

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:00.800183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:59.264692Z digest=sha256:84fcb2e729d85f010f156b7d9640fb509fd6ba41e2ecc432f5f0550f84c46cc0

Observation 08786b80-b1c7-466a-b0c8-53e202fac1ea · outbound

This paper cites Image bert pre-training with online tokenizer.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Image bert pre-training with online tokenizer

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:00.630779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:59.377004Z digest=sha256:8822c1464266b144064057d668395c95767e08669fbd8802d439bec77b896228

Observation 9a692afb-991f-4617-b051-82aaf2d1fc16 · outbound

This paper cites Emerging properties in self-supervised vision transformers.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Emerging properties in self-supervised vision transformers

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T13:15:59.454924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:15:59.454924Z digest=sha256:6c8f59b3277e7f30049622d25862d2ffa1c3b54bc5f2ef3f43422c36af7cc22f

Observation e4c1ca59-0009-4448-b13b-1ad5b0f7b431 · outbound

This paper cites Continual Learning with Pre-Trained Models: A Survey.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Continual Learning with Pre-Trained Models: A Survey

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T13:15:59.559585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:15:59.559585Z digest=sha256:175d3c2388adb197b0f0a07b49778774cbbc3efbdc25cae62aa84d2208676f8c

Observation d5425721-0cda-4210-a433-36dc7a39b766 · outbound

This paper cites Last-Acc.

SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting Last-Acc

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:16:00.412046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T13:15:59.730891Z digest=sha256:f9d6aa6c9a11feaac9a61edcb05d6f5ff3d8cfb09dc199ff3bbbc6efe6895b57

Pith citing papers

Observation 3b12d133-237d-4434-b678-9250121442b2 · inbound

Hidden Failure Modes of Gradient Modification under Adam in Continual Learning, and Adaptive Decoupled Moment Routing as a Repair cites this paper.

Hidden Failure Modes of Gradient Modification under Adam in Continual Learning, and Adaptive Decoupled Moment Routing as a Repair SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-11T19:16:09.470603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T12:23:27.911085Z digest=sha256:fcc9f08de85758dbcdb92c30e6260e3b60d6af984efeb9b7e342b57d180b989d

Observation 8feca032-8c45-4196-835c-c62dc4a274d7 · inbound

Hidden Failure Modes of Gradient Modification under Adam in Continual Learning, and Adaptive Decoupled Moment Routing as a Repair cites this paper.

Hidden Failure Modes of Gradient Modification under Adam in Continual Learning, and Adaptive Decoupled Moment Routing as a Repair SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-02T15:45:03.355331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T15:45:03.355331Z digest=sha256:62785a08ae1bd60ced180cc79da9911c2290def2a9847ff32922389e92759f7d

Observation 3620cb38-991c-4513-ad98-c7df5429d602 · inbound

iGSP:Implicit Gradient Subspace Projection for Efficient Continual Learning of Vision-Language Models cites this paper.

iGSP:Implicit Gradient Subspace Projection for Efficient Continual Learning of Vision-Language Models SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-20T07:18:06.837855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-20T07:17:49.088846Z digest=sha256:fd9208e9d6c9cb62553d5ff4613580bc92ac54658a879fe2ce327ca2deadc695