Paper Citation Record · LEDGER

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

As of 11 August 2026, this Paper Citation Record lists 100 of 178 outbound references and 4 inbound Pith citation observations for arXiv:2604.02711.

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

pith.paper-citation-record.v1
2604.02711 v2

Coverage vector

measured 100 of 178 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T18:48:40.813486Z

measured 104 of 104 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T01:05:37.798607Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-30T16:54:58.874823Z

Reference resolution

100 of 178 outbound references displayed

verified exact25
verified fuzzy2
unresolved72
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e2257736-25ba-43fb-9064-b89b049d40a4 · outbound

This paper cites Unsupervised Time-Series Signal Analysis with Autoencoders and Vision Transformers: A Review of Architectures and Applications.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unsupervised Time-Series Signal Analysis with Autoencoders and Vision Transformers: A Review of Architectures and Applications

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.588403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2da9a519-32f8-4f56-b125-95fbd1f57a71 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.056713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8c85705c-64c1-4df9-aadc-1bdff76283ba · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.252648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f283d2e3-fcac-481e-8eee-d1b47fbc807e · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.098769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d8fcc80f-64dc-4db4-a4d1-f2bedb107193 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.210619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 31215d67-e365-4b30-952f-f1e57b53a983 · outbound

This paper cites Chronos: Learning the Language of Time Series.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Chronos: Learning the Language of Time Series

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-13T18:53:08.582942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fe74496a-9dde-4410-be8a-d0af5c061c6c · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.103083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2400e7b9-8746-4448-80b5-a7ae898d9fd5 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.082437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c45d7719-a22b-4ba4-a296-62af1451c000 · outbound

This paper cites HAR-DoReMi: Optimizing Data Mixture for Self-Supervised Human Activity Recognition Across Heterogeneous IMU Datasets.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook HAR-DoReMi: Optimizing Data Mixture for Self-Supervised Human Activity Recognition Across Heterogeneous IMU Datasets

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.600129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ccf22030-bb58-43bb-aaec-f7affacc69b2 · outbound

This paper cites MHARFedLLM: Multimodal Human Activity Recognition Using Federated Large Language Model.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook MHARFedLLM: Multimodal Human Activity Recognition Using Federated Large Language Model

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.593027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 589013af-f73a-4d17-9d4c-ce5b6942507b · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:41.977834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4c76ebf1-b198-43f0-a876-464ace911213 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.078557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b5ff18c4-6bf8-4fdd-b1e7-509eab931716 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.023714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1125f9d5-062e-4044-b9d1-8c060cdbce30 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.246229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8ba6788d-8b1a-478a-a2c7-56cdb3b4c75c · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:41.990505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 22704728-dbdd-4a29-95b0-a641ade9c1b3 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.165396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f5e078a5-85d4-45ad-b87d-8865cacd5aa7 · outbound

This paper cites Hybrid CNN-Dilated Self-attention Model Using Inertial and Body-Area Electrostatic Sensing for Gym Workout Recognition, Counting, and User Authentification.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Hybrid CNN-Dilated Self-attention Model Using Inertial and Body-Area Electrostatic Sensing for Gym Workout Recognition, Counting, and User Authentification

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.595269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b93b852b-bc12-4d20-a7e8-f814e88fd9f3 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:41.970655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 828e4d5e-d7cd-477e-a783-b299bc5e0cc2 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.187827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 92e4fdf6-e674-4158-b8d3-ebc91b59574d · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.031224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5bb3d362-8a7c-4602-91a3-d75cc04ce611 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.174661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b303350f-7759-48e7-977c-63e83603a77c · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.133296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4c97aa87-63b7-457a-8e3a-339b92d05254 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.086414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4712182c-8812-4deb-a26d-3fbf12e20510 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.018749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8a9cc28a-3d76-4435-9b05-60e5f8a62f9f · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.246347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1235fabd-59a4-4cba-8eb8-ca226805fb45 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.201910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c56797b5-52f3-4eaa-a3ad-d8a38b19f498 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.149637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8e7d9b09-7a00-4a89-ab8c-7887d162b559 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.025678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5f4fef8a-1d4f-4b04-8fb9-2cc22b8a5df9 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.130725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3330ff9c-96b6-4c7f-8479-281d0e9d125f · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.154168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1fa501aa-4969-4e9d-8497-5bb02917922f · outbound

This paper cites 2013.Learning and recognizing the hierarchical and sequential structure of human activities.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook 2013.Learning and recognizing the hierarchical and sequential structure of human activities

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T03:40:55.044335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9cd42210-7d77-4c48-b366-30d7bf4f1c41 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.146421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation afdee1f0-943e-40ef-b3c5-fd365e3b5408 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.197281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fcd03cf9-bf31-40e3-9b3c-9ca60884e314 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.223450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 64699087-e4ff-44b3-bcf6-141582621d2c · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.174982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 82b16542-cba4-46f1-b5de-6fabcd778b50 · outbound

This paper cites arXiv preprint arXiv:2509.10729(2025).

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook arXiv preprint arXiv:2509.10729(2025)

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.580600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 96faa55d-5366-4baf-abda-5e19d93b4d4a · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.049828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 25cbf584-1304-4be8-a5fa-953b379f8bd9 · outbound

This paper cites A Comprehensive Review of Automated Data Annotation Techniques in Human Activity Recognition.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook A Comprehensive Review of Automated Data Annotation Techniques in Human Activity Recognition

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.570535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6066f770-9656-4d1b-9089-a1786b1c11e9 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.027549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b4a140e2-ecef-4d9a-b61e-b3091e303de7 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.062930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ed2b9664-4a18-4987-8994-c74e62b380e5 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.044951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8139caa3-5f97-453e-95f3-03fcdaf638b3 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.006077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8becf631-184c-4daa-9d68-b7726ad064ba · outbound

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

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.565951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9821085e-31b5-4e71-9a31-447ee5171063 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:41.981767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation df91441c-d9d2-4cb1-beed-1e8d42947a46 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.274216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7bb27860-14fd-4cfa-bf92-2ddb225499a4 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.068913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fa6f9647-dd00-4a63-a428-f81f77eeccdb · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.014593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7700dfef-6ea5-4add-a37f-737204f914ca · outbound

This paper cites TimeGPT-1.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook TimeGPT-1

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.568299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4cce9ebf-5cdd-4af8-bc3e-2721229e0356 · outbound

This paper cites Deep Learning for Computer Vision based Activity Recognition and Fall Detection of the Elderly: a Systematic Review.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Deep Learning for Computer Vision based Activity Recognition and Fall Detection of the Elderly: a Systematic Review

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.550267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation eac77e87-812e-4fcf-8f37-78f77c385dca · outbound

This paper cites 2023.Personalized Foundation Models for Decision-Making.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook 2023.Personalized Foundation Models for Decision-Making

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T03:35:42.067041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 05e63ecd-ae43-4c06-9922-ca1514062d3f · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.161004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b6627080-f4fb-43d3-872a-7c55975b99f5 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.129260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bef9a83f-1037-4e92-b19f-9b62e71915d0 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.032004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation eeb2d9fd-fa82-4feb-a014-f839193ee7ba · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.004598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 365531f5-7d21-44e8-b487-8d9475b63c68 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.182947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9101c6ca-054e-4d10-b875-576a3da147e1 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.094135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ca7071e2-6515-42c3-b182-e4bf8dc66236 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.214792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 902eaa7b-b254-4bce-9485-a41b4627b60e · outbound

This paper cites Scaling laws in wearable human activity recognition.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Scaling laws in wearable human activity recognition

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.585422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2ca6aea5-f0c4-428b-b59d-2c1bc100d446 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.230691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b5c93600-dd00-4089-998a-e4d639d6f5cb · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.201437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f9b06ecb-345e-4546-a833-d4808077286d · outbound

This paper cites arXiv preprint arXiv:2406.14498 , year=.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook arXiv preprint arXiv:2406.14498 , year=

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.597575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2a94b667-d131-41ac-a8b8-73c33a7cc3f8 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.210372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f01ea42e-d344-49bf-a9a0-f29286578c41 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:41.974232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 10c5f9ae-8938-486d-8f43-5b5a4d6c37f6 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.090692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2783ead6-503a-40f6-b9fb-4fdc45f6ede6 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.053874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 26952b5a-678e-4684-91d7-2315e783bb11 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.076515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ef204714-1b9d-45fa-8ac2-8fa9c028afd9 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:41.963147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 96b4a9b8-152c-4ee3-9d94-8d361735cefc · outbound

This paper cites On-Device Training Empowered Transfer Learning For Human Activity Recognition.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook On-Device Training Empowered Transfer Learning For Human Activity Recognition

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.602659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6cac3959-2226-443a-aa6b-149fb6bd4515 · outbound

This paper cites Bridging Generalization and Personalization in Human Activity Recognition via On-Device Few-Shot Learning.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Bridging Generalization and Personalization in Human Activity Recognition via On-Device Few-Shot Learning

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.590707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5d10af85-1c80-40b1-983c-4d1fdfc0ab36 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.064984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3fab5bbd-56a5-4292-997f-fd0ac2e77765 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.094714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0a616b4b-5776-4762-8919-3ba6c33a9107 · outbound

This paper cites EEG-GPT: Exploring Capabilities of Large Language Models for EEG Classification and Interpretation.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook EEG-GPT: Exploring Capabilities of Large Language Models for EEG Classification and Interpretation

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.537231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 52235bb5-cb75-4231-84dd-357da826b82c · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:41.959815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b8e883bc-2e96-43f7-9cc8-629e7bfa2ce9 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.135188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0c081ff7-18c9-417a-a44c-43fefb3d61a1 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.112726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8ca1a085-4c3b-4583-8113-b41c3e503fce · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.255681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 69467367-d5e5-40c3-8916-87f84334b016 · outbound

This paper cites Gem: Em- powering mllm for grounded ecg understanding with time series and images.arXiv preprint arXiv:2503.06073.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Gem: Em- powering mllm for grounded ecg understanding with time series and images.arXiv preprint arXiv:2503.06073

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.531759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 040a12c0-8cf5-4c4f-a11d-ea8d9a5e419e · outbound

This paper cites TAP: Two-Stage Adaptive Personalization of Multi-Task and Multi-Modal Foundation Models in Federated Learning.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook TAP: Two-Stage Adaptive Personalization of Multi-Task and Multi-Modal Foundation Models in Federated Learning

Reference 78

Resolution: verified exact; local_arxiv, observed 2026-05-13T18:53:08.507755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a53fc72b-9b37-4d77-b5b6-3a9ef1f485f1 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.170656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 70635fb2-7ec0-4a11-9616-b94d0c14e3eb · outbound

This paper cites On the Benefit of Generative Foundation Models for Human Activity Recognition.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook On the Benefit of Generative Foundation Models for Human Activity Recognition

Reference 80

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.495188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 10cb3a2e-30a9-4564-80c7-bf5962080b42 · outbound

This paper cites Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition

Reference 81

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.526902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation abcfdd45-7d52-4e50-8815-cfbab6f0f078 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 82

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.500134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 95e184c0-66f7-4185-b525-f77a1c67f7d0 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.141835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9decde2a-f5f7-4b2e-b4ea-bb07d0067777 · outbound

This paper cites ZARA: Training-Free Motion Time-Series Reasoning via Evidence-Grounded LLM Agents.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook ZARA: Training-Free Motion Time-Series Reasoning via Evidence-Grounded LLM Agents

Reference 84

Resolution: verified exact; local_arxiv, observed 2026-05-13T18:53:08.497710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 22ffccee-8953-4400-92d3-bb487b47bdd2 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 85

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:41.967064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5b883138-1f38-4950-a682-ba90873e2807 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 86

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.055156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d75a3258-13bf-4e14-92b7-ac6a9b540b30 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 87

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.116015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0e363517-5ebb-4ee7-b5ea-505d0af99cae · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 88

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.002274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d55ca2fc-2b4f-41e6-b1f4-43fc7109789b · outbound

This paper cites Zheng, C.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Zheng, C

Reference 89

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T18:53:08.234224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 90bbeeb5-7a25-42a9-a71c-ba1d75f17177 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.116791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 89cb0804-cf8e-4e6e-adda-02cde3042450 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 91

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.279233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 825bf768-be17-40de-87d8-181f92a600df · outbound

This paper cites Large Language Models are Few-Shot Health Learners.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Large Language Models are Few-Shot Health Learners

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.555066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 361f257f-19a8-45e4-9763-79963a367001 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 93

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.259882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fb912135-6b0f-4314-9d63-76afb0a06ad0 · outbound

This paper cites Timer-XL: Long-Context Transformers for Unified Time Series Forecasting.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Timer-XL: Long-Context Transformers for Unified Time Series Forecasting

Reference 94

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.544979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 818fa17a-4b84-4aa3-9984-725aa0d6fea6 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 95

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.215821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f5fd0011-f9d8-4940-93ec-2326d31a39f4 · outbound

This paper cites Toward Foundation Model for Multivariate Wearable Sensing of Physiological Signals.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Toward Foundation Model for Multivariate Wearable Sensing of Physiological Signals

Reference 97

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.547770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d8b2071a-6c81-4355-b2ba-d61c4f4c829f · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 98

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.157477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3d54a881-60ff-4c0e-9e01-67b64acba1c0 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 99

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:35:42.010446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b21a931f-3449-4056-aa31-7922c9c1bef5 · outbound

This paper cites Multimodal Foundation Model for Cross-Modal Retrieval and Activity Recognition Tasks.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Multimodal Foundation Model for Cross-Modal Retrieval and Activity Recognition Tasks

Reference 100

Resolution: verified exact; arxiv_id, observed 2026-05-13T18:53:08.561045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e390cfd8-0345-4cd7-a872-a2ec0232dce9 · outbound

This paper cites an unresolved cited work.

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook Unresolved cited work

Reference 101

Resolution: unresolved; raw_fallback, observed 2026-05-14T03:40:55.220560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

Observation f6999892-c339-45d7-9190-9e15e99db887 · inbound

EduGage: Methods and Dataset for Sensor-Based Momentary Assessment of Engagement in Self-Guided Video Learning cites this paper.

EduGage: Methods and Dataset for Sensor-Based Momentary Assessment of Engagement in Self-Guided Video Learning Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-11T16:16:11.636126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f91b20ba-22c5-466f-b4ad-a547697e40ec · inbound

AnyMo: Geometry-Aware Setup-Agnostic Modeling of Human Motion in the Wild cites this paper.

AnyMo: Geometry-Aware Setup-Agnostic Modeling of Human Motion in the Wild Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-22T06:26:09.846868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 04e7d900-6014-4c97-b877-c5256db565ce · inbound

AnyMo: Geometry-Aware Setup-Agnostic Modeling of Human Motion in the Wild cites this paper.

AnyMo: Geometry-Aware Setup-Agnostic Modeling of Human Motion in the Wild Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-06-30T16:54:58.876112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 21dc66e4-b612-4f70-8d47-9622d2ccca74 · inbound

TRACE-TS: Attribution-Grounded and Traceable Sensor-Language Reasoning for Human Activity Understanding cites this paper.

TRACE-TS: Attribution-Grounded and Traceable Sensor-Language Reasoning for Human Activity Understanding Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T01:05:37.798607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.