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Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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:fe86feedd4d8d69aea20e931c0b826e25c07097bb042d89a0abf7aadcccaf528

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:d7d68debe2aa685ff855aad6e992d03c2cba1336318be7e39e9ebe6841f7863c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:55.243358Z digest=sha256:348a0150d6ead25c9112139fb2f7fdf17efb4b2f244c95f362ef91a8c271b94d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:55.294368Z digest=sha256:57abe34639991dacef8e3c914fde827c1e6bc22458193e39085953909c835bdb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:55.359312Z digest=sha256:846fc96fb93c3e711cc35e0f2718313a8d03f36820750b0561d5bff790cf7dea

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:55.461089Z digest=sha256:5638f70ff99ccfa4e24764baa8b5c4f890f59419664b6b7c7ef4707608e1aeb6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:55.535510Z digest=sha256:fb22e58e097c66964339d150451d5641913abe3bbefad29e7b042ca3f5fa913b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:55.604376Z digest=sha256:02ece22b80fe0897a756eda3b12eb84f6471cd5878752aca394bd95de82dcbb7

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:d0dfc4778e5df2970337cb56d280571a6566c623bb6e85e49dedafd9a883100f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:55.746734Z digest=sha256:127c86cb319f02089d1a3a925fe6fde6ce0a7766c4b9c0cd3712516e225ad896

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:ee4e145ad4993a0022bdd2fdec5eb3e68c2a179f0e42280850c51bbec968f1f8

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=sha256:24c9bcfbc43899433d2a614caa0609a3225b1af34b4a20db5770d43982d5ff1f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:55.986521Z digest=sha256:ec068f0b0e69f9c961006f562a866fa81f9010d33b7c620edb6678dc1466550b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:56.077202Z digest=sha256:037af6a3e1022bffc517d2dc3851200df43e2056649113947eeed31ecf0afbe7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:56.136480Z digest=sha256:58597e05a96cceabe3cac2eb7b04c673d491ef68c424bf9acb3c61efef969f44

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:56.187253Z digest=sha256:5feeb3b8890556591c4b9288897330fd5726c27e03ea39427537b2d1a0636f68

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:56.242166Z digest=sha256:692d1525fbfe8707d6640c6347b2863a16822ac83f740dc5136342d1342ebc52

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:56.315807Z digest=sha256:e53c9d9a50b749e80b0891f00c8e457f298e3c149a86d8c3a7846b1738d9f6d3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:56.388534Z digest=sha256:c46f36a6eaeecb523d4f58afb777f38a33e9d9319b2c28fcf444b430ba30c85c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:56.421198Z digest=sha256:6b09eb0fa58f318ecb1a223d1079a87f626cb3c6e1c33f09523b4f3fe0b8383d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:56.505358Z digest=sha256:976b79f723a350af6e15839e7c32b23feb71a705140f6b85ff334483959db114

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:56.600388Z digest=sha256:1856b60873014823c23ad35d82ad31cba1328eb1edb223f8af4d3bb2d6dde065

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:56.722649Z digest=sha256:98609cc5429081510b7b8f91592255f8224fefa4d33375ac42275a87c3abc3cb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:56.857080Z digest=sha256:669f65433c89a17ac230016a090d7d8b899b20ec419df2b8d10a62d2fa138785

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:56.982326Z digest=sha256:e5c6f4aa2b491417c76629cd73fa2b91d4c932b3c3a71dea3f928aadc04a26b9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:57.151578Z digest=sha256:2892bb8a13fe14ce609ff647c25b262bedec4f4c1a61cadc773c6bef99f12048

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=sha256:18c5fd7463b6382bb158069e8f95a93c47e22b3527ffd734460a0ae09c28e35c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:57.353692Z digest=sha256:8b41ef2aee54b11e3ce42ee356a6811f6aeb0b1158ca8cfdf95b7baf11f05eed

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:57.410756Z digest=sha256:8c8238da63206d67cd81e22a60dc3767fb20b0096e5b2d0680d917485316bb57

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:57.471922Z digest=sha256:dc38632e58b71bed5b77fcb67395e2f0da98a2ebfdec9552e3551ea4838e321b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:57.531270Z digest=sha256:c6967ca0c8f26031713c41a1ab489a149ee949916a99229cf991afbe2bd7338d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:57.587823Z digest=sha256:997767000cdbd69c80a310bb533e019532c0f46929f9597dd8d123fdfe957ebd

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=sha256:56a27710c03804803a0f0e97c146c08775b75136110c2159a74f472b069fb127

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:fbc743a8297e9ae31631e3246f7a273420f858dda54acb3acf550ee7f7f6f4cc

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:beaed436bbf9e6ded7e2e70bff04e4c502ce1bc3bef013726b76f2fc417907c9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:57.882776Z digest=sha256:4bf8e4d91029cb6b04e31950c254f87cf2877d595408d2eaa18b58aaf0b303f3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:57.940477Z digest=sha256:c0ea40fc6ee97a008c7ff21eed1778cf84caeb75b47366fbf9632f64f0ff7c2a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:57.998298Z digest=sha256:fff12cc52d6b9cba48d37e738637e8bd46222e095f20b9fe139c0d40dd2d5a89

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:58.051033Z digest=sha256:e589b8c803ccec9ee505cd0bece6b2eea905195fb297ad072ce1362d47c5f861

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:58.110066Z digest=sha256:fe46ae21598c983efa63f6f91f17ad25b22d9501a36ed314990c9c6f1f1b3741

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=sha256:2dafaa0f039919cd77129303f1f3268bf67308cfb0cd94d21fe294eca43acca7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:58.233448Z digest=sha256:3e0a28f74ee0587ebaefadb5d59714003c44c7346e0c4c587668c9ee7ecd3a51

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=sha256:921482f758883a8a2cfb99ed715bd62360becc6e9a63356e1d7512c299bdecc1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:58.365895Z digest=sha256:3511a0deccffd1b847ec8662af88f3fb7c40fcd1db2b1ae6aa31b0e4d415b480

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:58.446074Z digest=sha256:c57bff2925a22f8897960a62c4d0da3d932bdf54dec6357fd6d5a3dcf4f216a7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:58.498013Z digest=sha256:b0f9d60a46d2d5045809085d51ac03c0c8400d2f3aca6dd34d9b401d94a72e64

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:fc535aca050cb7da01bc1a7bce8b1b06b67cedfe8d0357df143f1ee2693ee2e1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:58.617144Z digest=sha256:5d9a9220b368bbceea33b6e52235e2cf19db91f9aa78dee6776afe8a88181900

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=sha256:7e9c9e6e382c5f2388983516c8cbb0235d2bcd18c775f9a0fada389ae5be91df

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:58.797591Z digest=sha256:7d7c961ffbc5b8a5b38a199385ac932e92747ece2ca96f5e7f83f57585c7d3ca

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:58.869301Z digest=sha256:5a3136110ee04df0c0b9fe83734d40b19a95782d41c0f0596af1380df6496fe4

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:cd1adcad2d4455c56119425e34c4583d664f9577b179e6038373fca77b89e89c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:59.052523Z digest=sha256:02e3ea4e534f8ba52268ffc9cac63043fea373bfb94ae6a9075bea6eac9bf81d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:59.156957Z digest=sha256:7796ef37237c04fddb489604edb9206bbf67e246448e4286125854cdaff4158f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:59.264692Z digest=sha256:45bdb013d0b07b022a462ed1669d923b61eeb397fb86315a7ef465042cc9585c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:59.377004Z digest=sha256:d1b97e210a418f96260f36b7ea436cbf5bef3b3b005760cdf9dc009501be315b

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:c92eff0fcff95689ac8c451705013c2b7af59475cb52425be0d261b4aa6ac2e8

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=sha256:9540348fdc4ed882bc7dc14be5965ff1e67ccb43045c5cbee3a0c1ade7731208

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:15:59.730891Z digest=sha256:45c544843d7918f3b3bd0458d3417b3eadd1f75d7931648e337c6598c13ac3e6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T12:23:27.911085Z digest=sha256:f9e7c589bfbdf5c81ea2af54d2e5b7354ff4010cf2d8d6e39620f9c83aa7e87c

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=sha256:80496df6cdf62775ed51a45f7d3c39cf46bbbefdf5f7fc3034eb9f244ce5a785

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-20T07:17:49.088846Z digest=sha256:497eb29f66a072f97f75b4a7c7e02ffe78c19aac5dadf4509a924c3f30d333f9