Paper Citation Record · LEDGER

Scaling Wearable Foundation Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2410.13638.

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

pith.paper-citation-record.v1
2410.13638 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:29:47.716416Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

5
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation acfc93fd-2fed-4b2f-86d8-959d1ec75113 · inbound

LSM-2: Learning from Incomplete Wearable Sensor Data cites this paper.

LSM-2: Learning from Incomplete Wearable Sensor Data Scaling Wearable Foundation Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T10:29:47.716416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85b91b11-b963-4f4f-8286-76fce4e44e75 · inbound

Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions cites this paper.

Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions Scaling Wearable Foundation Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:27:49.063113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f518bc19-36f4-4b72-b433-455dbb236732 · inbound

Cross-device Zero-shot Label Transfer via Alignment of Time Series Foundation Model Embeddings cites this paper.

Cross-device Zero-shot Label Transfer via Alignment of Time Series Foundation Model Embeddings Scaling Wearable Foundation Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T17:12:06.804548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28206796-acca-44fa-a85a-023bf8d67014 · inbound

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

OSF: On Pre-training and Scaling of Sleep Foundation Models Scaling Wearable Foundation Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T20:20:59.895480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78a69488-5034-493b-b0df-ec559b0cc88e · 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 Scaling Wearable Foundation Models

Reference 108

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.510227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e9f1dfd9-0ed2-4d62-80ef-9ea6d97f50f3 · inbound

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

Wearable AI in the Era of Large Sensor Models Scaling Wearable Foundation Models

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T08:30:58.018463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4332de41-5193-4754-8087-206ef2e40854 · inbound

Physical Foundation Models: Fixed hardware implementations of large-scale neural networks cites this paper.

Physical Foundation Models: Fixed hardware implementations of large-scale neural networks Scaling Wearable Foundation Models

Reference 114

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:26:28.510330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9130081c-6fa6-43fc-8c48-4dabbdc364ba · inbound

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

Physiology-Aware Masked Cross-Modal Reconstruction for Biosignal Representation Learning Scaling Wearable Foundation Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:26:06.118249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2fd173fe-e5c3-4485-a090-3a86cb7644eb · inbound

OpenWatch: A Multimodal Benchmark for Hand Gesture Recognition on Smartwatches cites this paper.

OpenWatch: A Multimodal Benchmark for Hand Gesture Recognition on Smartwatches Scaling Wearable Foundation Models

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T18:11:05.783985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f576be58-5d40-46ef-94f4-96942e3427f6 · inbound

Emergent Symbolic Structure in Health Foundation Models: Extraction, Alignment, and Cross-Modal Transfer cites this paper.

Emergent Symbolic Structure in Health Foundation Models: Extraction, Alignment, and Cross-Modal Transfer Scaling Wearable Foundation Models

Reference 55

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T03:45:55.990592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 033805d8-7647-4009-a940-3db9f43db9f6 · inbound

TimeSRL: Generalizable Time-Series Behavioral Modeling via Semantic RL-Tuned LLMs -- A Case Study in Mental Health cites this paper.

TimeSRL: Generalizable Time-Series Behavioral Modeling via Semantic RL-Tuned LLMs -- A Case Study in Mental Health Scaling Wearable Foundation Models

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-21T06:13:59.516324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dfd0a16a-2cb4-4924-aaec-3ec9526f94a5 · inbound

Detecting Drunk Driving Using Off-the-Shelf Smartwatches cites this paper.

Detecting Drunk Driving Using Off-the-Shelf Smartwatches Scaling Wearable Foundation Models

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-25T03:30:16.395883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8d2f865a-6d66-442a-896c-77309603bbcd · inbound

Gravity-Aware Hierarchical Routing for Lightweight SensorLLM on Human Activity Recognition cites this paper.

Gravity-Aware Hierarchical Routing for Lightweight SensorLLM on Human Activity Recognition Scaling Wearable Foundation Models

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T00:16:25.495882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 005c06e2-9ebf-472d-91dc-8c2f8d4ae86c · inbound

BCG-FM: A Foundation Model for Ambient Cardiac Health Sensing cites this paper.

BCG-FM: A Foundation Model for Ambient Cardiac Health Sensing Scaling Wearable Foundation Models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:27:08.953379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f4ce6f50-9f3e-453c-875c-306b927ff1a5 · inbound

WEQA: Wearable hEalth Question Answering with Query-Adaptive Agentic Reasoning cites this paper.

WEQA: Wearable hEalth Question Answering with Query-Adaptive Agentic Reasoning Scaling Wearable Foundation Models

Reference 180

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T21:08:58.417561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c4922af9-9cd3-4085-913b-af70e6bb826b · inbound

Model Merging as Probabilistic Inference in Fine-Tuning Parameter Space cites this paper.

Model Merging as Probabilistic Inference in Fine-Tuning Parameter Space Scaling Wearable Foundation Models

Reference 62

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T17:58:46.810205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 54159c30-6cf6-4a61-a49c-429f7ae6223d · inbound

Signal or Noise? Understanding Generative Models for Real-World Sensor Time Series cites this paper.

Signal or Noise? Understanding Generative Models for Real-World Sensor Time Series Scaling Wearable Foundation Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-11T20:41:10.528667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cdfa2ee-e5d3-48c9-bd4c-99b4b40686a9 · inbound

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention cites this paper.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Scaling Wearable Foundation Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T07:35:55.405507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23b498b3-e901-421c-9236-0e568a472559 · inbound

Human Centric Embodied Intelligence for Soft Wearable Robotics cites this paper.

Human Centric Embodied Intelligence for Soft Wearable Robotics Scaling Wearable Foundation Models

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-05T16:55:35.286765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.