Paper Citation Record · LEDGER

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment

As of 4 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2606.13258.

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

pith.paper-citation-record.v1
2606.13258 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T06:49:17.291168Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

32 of 32 outbound references displayed

verified exact5
verified fuzzy0
unresolved27
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7a20a321-0e2f-442c-8953-4e953e2577c4 · outbound

This paper cites Tackling parkinson’s disease as a global challenge,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Tackling parkinson’s disease as a global challenge,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Observation 6fba6c51-a734-4d24-8819-f53c884c4f9b · outbound

This paper cites The parkinson pandemic—a call to action,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment The parkinson pandemic—a call to action,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Observation e8eeaace-e1f0-416f-850e-523d2e474b13 · outbound

This paper cites Towards re- laxed multimodal inputs for gait-based parkinson’s disease assessment,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Towards re- laxed multimodal inputs for gait-based parkinson’s disease assessment,

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:58:32.928833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4adb1ee2-1a81-4278-b481-2a6ac37022a4 · outbound

This paper cites A survey of artificial intelligence in gait-based neurodegenerative disease diagnosis,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment A survey of artificial intelligence in gait-based neurodegenerative disease diagnosis,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Observation 77ee025c-f135-4401-9186-81adf2376f50 · outbound

This paper cites Harmony: A Unified Framework for Modality Incremental Learning.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Harmony: A Unified Framework for Modality Incremental Learning

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:58:32.931335Z

Source-reported events for the cited work

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Observation 6720a283-7876-4bd9-957c-c8aff68e2661 · outbound

This paper cites Breaking data silos in parkinson’s disease diagnosis: An adaptive federated learning approach for privacy-preserving facial expression analysis,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Breaking data silos in parkinson’s disease diagnosis: An adaptive federated learning approach for privacy-preserving facial expression analysis,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Observation daaa2ab9-78f7-434f-bef1-1ff8dc6c8a3b · outbound

This paper cites Continual self-supervised learning: Towards universal multi-modal medical data representation learning,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Continual self-supervised learning: Towards universal multi-modal medical data representation learning,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

Source-reported events for the cited work

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Observation 60db11dc-de03-4a84-951f-60190535eaae · outbound

This paper cites Confusion mixup regularized multimodal fusion network for contin- ual egocentric activity recognition,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Confusion mixup regularized multimodal fusion network for contin- ual egocentric activity recognition,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Observation ee4b6242-b5d2-43a7-a252-98c7bc24a1b7 · outbound

This paper cites Modality- incremental learning with disjoint relevance mapping networks for image-based semantic segmentation,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Modality- incremental learning with disjoint relevance mapping networks for image-based semantic segmentation,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

Source-reported events for the cited work

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Observation 356814e8-c10d-4223-8ff0-5fbe29f7285b · outbound

This paper cites Learning without isolation: Pathway protection for continual learning,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Learning without isolation: Pathway protection for continual learning,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Observation 4581f717-9bcb-4f62-b1e7-f2a097195a22 · outbound

This paper cites Contrastive regularization over lora for multimodal biomedical image incremental learning,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Contrastive regularization over lora for multimodal biomedical image incremental learning,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Observation e42a5522-4dcf-443e-9134-af5547b6d1b9 · outbound

This paper cites Continual retinal vision- language pre-training upon incremental imaging modalities,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Continual retinal vision- language pre-training upon incremental imaging modalities,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Unavailable: canonical work link unavailable.

Observation 2a5391d0-98e7-4839-87e4-607a0d71c232 · outbound

This paper cites Harmi: Human activity recognition via multi-modality incremental learning,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Harmi: Human activity recognition via multi-modality incremental learning,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

Source-reported events for the cited work

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Observation bd0b1587-1f9b-47d7-88e5-1069d2f3475d · outbound

This paper cites Artificial intelligence- enabled detection and assessment of parkinson’s disease using multi- modal data: A survey,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Artificial intelligence- enabled detection and assessment of parkinson’s disease using multi- modal data: A survey,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Unavailable: canonical work link unavailable.

Observation 2e8e3a7a-d712-427f-b29a-7834ec32eb3a · outbound

This paper cites Multimodal gait recognition for neurodegenerative diseases,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Multimodal gait recognition for neurodegenerative diseases,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Observation 89e5bcfc-79c3-4f57-92e6-43d7845f8dd9 · outbound

This paper cites Graph fusion network-based multimodal learning for freezing of gait detection,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Graph fusion network-based multimodal learning for freezing of gait detection,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

Source-reported events for the cited work

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Observation 6006f9dd-ebee-4d39-b245-b2c9427ad747 · outbound

This paper cites Multi-modal gait recognition via effective spatial- temporal feature fusion,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Multi-modal gait recognition via effective spatial- temporal feature fusion,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Unavailable: canonical work link unavailable.

Observation f51d43d4-1d7b-4aa1-ae4e-65d6d9ec7312 · outbound

This paper cites Exploring tradeoffs through mode connectivity for multi-task learning,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Exploring tradeoffs through mode connectivity for multi-task learning,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Observation 74928f97-0d15-4f9a-b60b-514f6d20ad28 · outbound

This paper cites Injecting Imbalance Sensitivity for Multi-Task Learning.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Injecting Imbalance Sensitivity for Multi-Task Learning

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:58:32.925577Z

Source-reported events for the cited work

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Observation 878e10db-d895-496d-a2b6-6577456ee533 · outbound

This paper cites Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-07-03T14:58:32.933731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d6f88472-872a-4344-b22e-f0a14c55ecee · outbound

This paper cites Mind the gap: Understanding the modality gap in multi-modal contrastive representation learning,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Mind the gap: Understanding the modality gap in multi-modal contrastive representation learning,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Observation fba4b7e9-ed33-4a8e-b114-205c158661bf · outbound

This paper cites Continual optimization with symmetry teleportation for multi-task learning,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Continual optimization with symmetry teleportation for multi-task learning,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Observation cfede806-70e8-4a33-b8f8-70e0903d1fda · outbound

This paper cites Delve into the Applicability of Advanced Optimizers for Multi-Task Learning.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Delve into the Applicability of Advanced Optimizers for Multi-Task Learning

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-07-03T14:58:32.926048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation cbccfc10-c902-4657-b95b-64bdc8d56f79 · outbound

This paper cites Batch normalization: Accelerating deep network training by reducing internal covariate shift,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Batch normalization: Accelerating deep network training by reducing internal covariate shift,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

Source-reported events for the cited work

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Observation 75ed54b3-c97d-4cbe-a9d4-f09220511f54 · outbound

This paper cites Overcoming catastrophic forgetting in neural networks,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Overcoming catastrophic forgetting in neural networks,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97b806c4-3576-4edd-a66f-65b908055ea8 · outbound

This paper cites Learning without forgetting,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Learning without forgetting,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Observation f981865b-35a5-4425-b750-d55b1eaf6932 · outbound

This paper cites Gradient episodic memory for continual learning,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Gradient episodic memory for continual learning,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Unavailable: canonical work link unavailable.

Observation 1dda2310-939c-4c76-87cd-d4ecafb69f2d · outbound

This paper cites Mea- suring catastrophic forgetting in neural networks,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Mea- suring catastrophic forgetting in neural networks,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Unavailable: canonical work link unavailable.

Observation bb6bfab8-f3f2-4c77-9d1d-b1e1f395f0cf · outbound

This paper cites Wearables for gait in parkinson’s disease and age- matched controls,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Wearables for gait in parkinson’s disease and age- matched controls,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Unavailable: canonical work link unavailable.

Observation 96474745-7dae-477c-877b-768c9128094a · outbound

This paper cites A public data set of walk- ing full-body kinematics and kinetics in individuals with parkinson’s disease,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment A public data set of walk- ing full-body kinematics and kinetics in individuals with parkinson’s disease,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Observation 414b5474-cbfa-4e69-9540-f2117de09e42 · outbound

This paper cites A public data set of videos, inertial measurement unit, and clinical scales of freezing of gait in individuals with parkinson’s disease during a turning-in-place task,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment A public data set of videos, inertial measurement unit, and clinical scales of freezing of gait in individuals with parkinson’s disease during a turning-in-place task,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Observation 967a7b8c-bea8-44c4-979b-471f5c8c3f17 · outbound

This paper cites Order-robust class incremental learning: Graph-driven dynamic similarity grouping,.

MOSAIC: Modality-Specific Adaptation for Incremental Continual Learning in Parkinson's Disease Gait Assessment Order-robust class incremental learning: Graph-driven dynamic similarity grouping,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-27T06:49:17.291168Z

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Pith citing papers

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