Pith. sign in

Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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=sha256:299f455e85cad2e94f5550f2cb55967a8c6cb25d0b402ac6040ba10a8e316092

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=sha256:6d167aadf5f60adb15014f9cb1ec3f65363592de8c77fd1b299a6adb8613aaa7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:55.243358Z digest=sha256:3556932ac4bb966dca0fd82d9c4617876172e2500f8021f232e57c9daa0ce533

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:55.294368Z digest=sha256:58944de8681cd0cb88c5daf11bba1c262e71f65b7ca5358e5e9d73ee69832691

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:55.359312Z digest=sha256:29f52c70887c185ad2682067cfc97456489f68575ad7977d5e8d3753f6fb58d7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:55.461089Z digest=sha256:cb5e1b010718ff5e37cf8e7b9ebeacdde4aa8de45b4f32952b952815beefa8cc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:55.535510Z digest=sha256:25e0013ad9f75c0d494c8f7f802062b124152db5874cfed8d2f16f07662c72a9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:55.604376Z digest=sha256:b68b3dead036a1d0e9d9c39f4239211432b421c8c8111f6dc47a19893fcf79d9

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:f525552d9aadc449087eb145cda123361b3d7cc1a4f7544b8827ae184712a5d9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:55.746734Z digest=sha256:e26ffa3553c0136666d0ba5fa97d4ed8ee7992c516774c48a7e468d5725df4eb

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=sha256:0c2f6e72c789a9cba6e193fdddfc59b1877ff3c08aa8cf84fe2faeecacb25c64

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=sha256:9153fb33b6d52265b576d006e4be0b93d6aa079af431d4ac39f00f14d079f89a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:55.986521Z digest=sha256:74de76ece7388614a9e18235b847828fc52b301d7a227fa45566244851a7fb79

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:56.077202Z digest=sha256:54d8769a1080a9fbbe61568625bb07319e3e482f934bcff7a9f29760fda9beab

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:56.136480Z digest=sha256:f225b9f72a84eed0b511506e44000035ceb5b209a9dd80f041fcfdacfbd07801

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:56.187253Z digest=sha256:28dddc79643ae2963fa438d60b12dfb520bed5f1f59249e0a5fd56c08b24f0ed

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:56.242166Z digest=sha256:b5a802796aae5f85c51ec6efac89312e02e77cea521dd672fdf471f423c48acd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:56.315807Z digest=sha256:524ac647109d5a50a1b8bd41c9706d7f2d3e8e1ef615c5076ca51290710caa96

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:56.388534Z digest=sha256:62f7b8477ec20d5ce8dabc37086df07f149261879cf92406aa325fc66130a94b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:56.421198Z digest=sha256:a69c446a6c28a5372f4aa417c051f43d593ee41c97c796fc03141469ace17efb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:56.505358Z digest=sha256:b5bb810d1849640a03bcd975c5cc51183c2fbcd108cd40f0e1206bb745c49859

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:56.600388Z digest=sha256:59ee79d9698376d2f908b70fcc30b98d28fd435ebc9f4132f70a972a7fba7a07

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:56.722649Z digest=sha256:20952cc5fcd61be11b74e533f4ce808355552f19332935a7dfb37effd2478d84

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:56.857080Z digest=sha256:898f6997d0a710789ce0473a604de635fde80eeeb24bdad792008fd82253de86

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:56.982326Z digest=sha256:2fcad16daeae4613956f6f3ec3e3135780366485498207f843857004d8bd0b12

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:57.151578Z digest=sha256:a5b2ea2b6931888c5ab742f18745744d060c8da97cb8e05875b57020c9334cb3

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:b39f57e43b49df72255b7575affeeddf86b686a9136fab078f580dd539bd500f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:57.353692Z digest=sha256:7ed2b0d828f6b104357bdc6a3e379f21cc8d3b783d864d643dc9dbcaf5188d6c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:57.410756Z digest=sha256:f410340c8aa6a83903d21141ea1efed00498c44cd687686b99f1e0b3ca29bf4c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:57.471922Z digest=sha256:b7fdfdfed89a17f68b9c133c61723b5ff80beb1754e3e8e3a39e3c6b52cc45b6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:57.531270Z digest=sha256:b71d6710de062dabda0c66b636d4409475c1d34556ea1973d83bcd3524020b45

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:57.587823Z digest=sha256:0435e94dbdaaf34c758f00bb14f8f847bc577e4c3c06a7460854f18b1876fd5e

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=sha256:9008a42b798ba1bef37615a50ad2e180a6202526c5ac77efc5525c22e024a50e

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=sha256:53848f0b41293ac826ec4e4020728ba8ef2ffb972ca3c157576cfadf30cf0708

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=sha256:67a2cafac4e916689acec30ad1cdd14ba5a1b6c32327bc60833e97ab987e3f6a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:57.882776Z digest=sha256:aae81cd7ff07bd3dc54c960642d8339afcfbfff0bf85c313697cc20ee23d9af9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:57.940477Z digest=sha256:72c364f64b8a9913292c59006af692fd7c0d8c79f22ad1cec4ec69aee97e7fd3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:57.998298Z digest=sha256:bfa367d1726d61392489a65bb3d08d1550697f78b2818ec7db51262cf9bd530d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:58.051033Z digest=sha256:496d165bbb129d8d383f0114948fb5607340c18b6ec32e2cb4fad02b77a59157

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:58.110066Z digest=sha256:750220e4cc57799b15bb1139225f64487fc4608d7478dfee08e2b774944140e2

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=sha256:2fff214ed223f820e62eec9443e37c14a391b5b00d797dc31b33cebecec34f0b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:58.233448Z digest=sha256:155d8ccdf63801cd2a84eeebe325738d84486ce4e656f163777faba8f08bbf35

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=sha256:0c4922638b07735696d1a84887edb3a35a274b6f849103b04e996f9c59dd8477

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:58.365895Z digest=sha256:598ccbdbdee874d1c6adcb0624b8a558cc6ccf1428d3aa2d3bd5604296f135e2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:58.446074Z digest=sha256:9f5b87885af89dce39ab9028eba83bbc22de28e228f4c699296abb53a40b1fd9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:58.498013Z digest=sha256:ca74ac437f70ce1296a64808de53fe9e7404aaa9db879b971de3cbb1208f1701

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=sha256:9d66f642b54bdf88eb141341487d8d408243a6c3267e3cd84d4308b4b8c3ca9f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:58.617144Z digest=sha256:ad1b36ba0c699bc51e6af7cf5479f88410700f0892f5bcdfbb00d09e02eee5fd

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=sha256:9f4796b29f6101bc7bb99be9b2f05e15f2ad90e3f2dda5bdb2b15ba9d8de8258

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:58.797591Z digest=sha256:f60afc48f93c18dee782b41da7aee39d967e0375ff278a93e20d7fa168277d05

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:58.869301Z digest=sha256:25afea389cf9c0f4a9b870b4681066d3a172045bc6fbd199c7104a8919f6b626

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=sha256:0e2f63fcd97a8a7b389afe4d07941673beb8c885c1f803e794717cece5e4b8bd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:59.052523Z digest=sha256:846160bd36ab6a10e271bee0924b3fc3e8c72d9342bfce322373bce0f257f581

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:59.156957Z digest=sha256:db84e99792eefe309bf0c2d6d8d57188c938dd27a81ce36a167a9a39cbc4259e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:59.264692Z digest=sha256:c57cb4e811ec3d8173949f9499edbbe17d8342a1c417e902d4dbf7da42dcb4a4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:59.377004Z digest=sha256:281bb2d3c645d328c27710d81204cd173520445c8544522a4d300405c3ebc28d

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=sha256:750ce0516bfad3d7f72ecdfa6adbcfb6843562ae0ec8f1c92ff9fa5d509b8885

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:d175d239b676068c60084804793496d5e484d4218144b9eb35ad3acc68f20fcd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:15:59.730891Z digest=sha256:2adec415f37a4876e18af5023c98aa7f4420453432fef5a403b0a03651400b78

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-08T12:23:27.911085Z digest=sha256:e3d66ded5bdd97e3533a1efc816a081b2884ab294efcf5eb2b74981858e22759

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=sha256:8afaee3fad6486d4750d388a1eff722c4b4cdfe7f4c275e6a7d05fc70ef9811d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-20T07:17:49.088846Z digest=sha256:b5ae854da9903e9c4e6480787ea7311ed410812989096ff0b45545ad5430f125