Paper Citation Record · LEDGER

SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 17 inbound Pith citation observations for arXiv:2405.17766.

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

pith.paper-citation-record.v1
2405.17766 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:12:28.196975Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T05:56:39.877955Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation b6d1d15d-5139-4b92-ab07-6360e72f84ef · inbound

Wearable Accelerometer Foundation Models for Health via Knowledge Distillation cites this paper.

Wearable Accelerometer Foundation Models for Health via Knowledge Distillation SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-11T15:12:28.196975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7b7e169-d678-4336-9d1d-2ccf8306ecd5 · inbound

Foundation Models for CPS-IoT: Opportunities and Challenges cites this paper.

Foundation Models for CPS-IoT: Opportunities and Challenges SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 107

Resolution: unresolved; no resolver link, observed 2026-08-10T16:30:41.848888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cc03f97-e43e-477a-ab99-71995627217d · inbound

PiCME: Pipeline for Contrastive Modality Evaluation and Encoding in the MIMIC Dataset cites this paper.

PiCME: Pipeline for Contrastive Modality Evaluation and Encoding in the MIMIC Dataset SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T20:22:16.808758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d99c15a-443c-4ff1-8e52-0cc165831e4c · inbound

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring cites this paper.

Estimating Markers of Driving Stress through Multimodal Physiological Monitoring SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T21:22:52.953485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba94c0c8-0182-4dcf-80e5-edb26c5082ae · inbound

Self-DANA: A Resource-Efficient Channel-Adaptive Self-Supervised Approach for ECG Foundation Models cites this paper.

Self-DANA: A Resource-Efficient Channel-Adaptive Self-Supervised Approach for ECG Foundation Models SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T20:22:19.408537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37923bcc-b821-431e-bac9-48b6b92fb27b · inbound

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures cites this paper.

SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T03:35:32.749807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6210ee2e-1610-465e-9071-64f3b2e42483 · inbound

OSF: On Pre-training and Scaling of Sleep Foundation Models cites this paper.

OSF: On Pre-training and Scaling of Sleep Foundation Models SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T20:21:01.247650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa83de50-95b2-45c9-a794-bf45b970c4c2 · inbound

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook cites this paper.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 138

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.524482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 90789f78-2e83-45f1-80bc-70f5ba9c4243 · inbound

Wearable AI in the Era of Large Sensor Models cites this paper.

Wearable AI in the Era of Large Sensor Models SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T08:30:58.101963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3cd4d327-a528-4d2b-b3ee-000bff4a9b3a · inbound

OmniMouse: Scaling properties of multi-modal, multi-task Brain Models on 150B Neural Tokens cites this paper.

OmniMouse: Scaling properties of multi-modal, multi-task Brain Models on 150B Neural Tokens SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 66

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:51:04.642284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 63373dd7-dce6-4515-b5ac-bd26ddb45659 · inbound

Physiology-Aware Masked Cross-Modal Reconstruction for Biosignal Representation Learning cites this paper.

Physiology-Aware Masked Cross-Modal Reconstruction for Biosignal Representation Learning SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:26:05.975451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 52e54791-f72c-4461-9b76-720ff66aa1f4 · inbound

PRISM-CTG: A Foundation Model for Cardiotocography Analysis with Multi-View SSL cites this paper.

PRISM-CTG: A Foundation Model for Cardiotocography Analysis with Multi-View SSL SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T07:01:09.220378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation afc0fcf2-4936-415a-bd29-44cdf91289af · inbound

NeuroAtlas: Benchmarking Foundation Models for Clinical EEG and Brain-Computer Interfaces cites this paper.

NeuroAtlas: Benchmarking Foundation Models for Clinical EEG and Brain-Computer Interfaces SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 82

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T21:15:04.409378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e3430a98-dee2-4290-8803-0cbc1896e17f · inbound

From Objectives to Applications: Aligning Architectural Biases in Audio Self-Supervised Learning cites this paper.

From Objectives to Applications: Aligning Architectural Biases in Audio Self-Supervised Learning SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 103

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T05:56:39.879662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9fb617d4-2faa-49b6-bf79-423dc1a8dbbc · inbound

Agentic AI-enabled discovery across large-scale sleep physiology cites this paper.

Agentic AI-enabled discovery across large-scale sleep physiology SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T03:18:38.415062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89f8c231-8fdf-47ad-994b-352a7c2cdd01 · inbound

STEAM: A Spatio-TEmporal Alignment Mixture-of-Experts Model with Hierarchical Pre-training for EEG Decoding cites this paper.

STEAM: A Spatio-TEmporal Alignment Mixture-of-Experts Model with Hierarchical Pre-training for EEG Decoding SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-04T15:56:07.172753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f48aefc-82e5-461d-9186-5e76f7570d46 · inbound

STEAM: A Spatio-TEmporal Alignment Mixture-of-Experts Model with Hierarchical Pre-training for EEG Decoding cites this paper.

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T00:15:08.006506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.