Paper Citation Record · LEDGER

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring

As of 17 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 3 inbound Pith citation observations for arXiv:2508.09085.

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

pith.paper-citation-record.v1
2508.09085 v1

Coverage vector

measured 73 of 73 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:14:40.273521Z

measured 76 of 76 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T05:51:35.038721Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T11:58:06.048891Z

Reference resolution

73 of 73 outbound references displayed

verified exact5
verified fuzzy22
unresolved46
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0b544c85-46be-4041-9724-59253305af05 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:50.853865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 79809300-d42e-4e86-a4a0-20d15eee3df9 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:50.710239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7eb156c8-5df5-4a86-9c30-6f5e1563227b · outbound

This paper cites Hamza Cherif, L.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Hamza Cherif, L

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:50.530324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 01ce0706-6bc1-4313-a384-434bc61a0aca · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:50.361053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 80d5af3b-6429-4d40-a034-4443aef162db · outbound

This paper cites IC3M: In-Car Multimodal Multi-object Monitoring for Abnormal Status of Both Driver and Passengers.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring IC3M: In-Car Multimodal Multi-object Monitoring for Abnormal Status of Both Driver and Passengers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T21:14:33.956310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90c47266-db64-42f7-ae90-219f1c01a01a · outbound

This paper cites Al-Khafajiy, T.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Al-Khafajiy, T

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:50.186953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9980a038-794c-4e60-81b1-eb5f12ec0dbf · outbound

This paper cites MERIT: Multimodal Wearable Vital Sign Waveform Monitoring.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring MERIT: Multimodal Wearable Vital Sign Waveform Monitoring

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-05T21:14:41.245497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 001daf78-898e-462e-a900-62c02ffca311 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:50.024312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e19c3e48-78d7-415e-b653-d5151270e813 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:49.890582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5af206f1-e021-4081-bb83-65ed02f71e07 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:49.764620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 21ae377f-2df3-456e-abb1-c9d428a9d95a · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:49.623539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 572cb791-8dbf-4323-98ee-7c0cba8231e1 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:49.417137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation add7fc05-8dcf-4b34-a04c-87cd8b0e78ab · outbound

This paper cites Akbari, L.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Akbari, L

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:49.231080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 120056b9-0ef1-4f67-994f-127feb7cfcbe · outbound

This paper cites Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T21:14:35.054556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9112aac-b3a5-4f3b-a6af-63e8ccfaa3f2 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:49.072957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 134be95e-048d-41c3-851b-ec4e27732589 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:48.905652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9d146fc0-2520-45c8-a49d-170b96bec939 · outbound

This paper cites Zhang, X.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Zhang, X

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:48.742760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d61d9c53-057c-422a-9c28-abb7a0ba0cff · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 18

Resolution: verified exact; raw_fallback, observed 2026-08-05T21:14:41.016655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 64d0db59-1953-4407-ae1e-af3368fb4d24 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:48.570643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cb01bb4b-bbe3-4cc1-bd56-c3bf7a81a98f · outbound

This paper cites Verspoor, K.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Verspoor, K

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:48.401121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cd8508de-f0cb-40c7-a8de-285e68630392 · outbound

This paper cites MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T21:14:35.888224Z

Source-reported events for the cited work

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Observation db9dbf73-c237-415e-a535-714a5f7730e8 · outbound

This paper cites Pushing Large Language Models to the 6G Edge: Vision, Challenges, and Opportunities.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Pushing Large Language Models to the 6G Edge: Vision, Challenges, and Opportunities

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T21:14:35.989666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 803c5fd9-022b-415f-ba64-53fb7586a5ad · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:48.242300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 80d0c145-c18d-4df9-bb1c-5d500ecd7f4a · outbound

This paper cites HSplitLoRA: A Heterogeneous Split Parameter-Efficient Fine-Tuning Framework for Large Language Models.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring HSplitLoRA: A Heterogeneous Split Parameter-Efficient Fine-Tuning Framework for Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T21:14:36.167606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c58227e9-5fb5-45e9-ab99-4aaf10bdd108 · outbound

This paper cites Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T21:14:36.232114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f96b75d9-a429-4e46-93b0-5db02dfa15e0 · outbound

This paper cites Automated Federated Pipeline for Parameter-Efficient Fine-Tuning of Large Language Models.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Automated Federated Pipeline for Parameter-Efficient Fine-Tuning of Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T21:14:36.290338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b18530c3-80be-447e-b607-fad07185561f · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:48.064497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cb619425-abb4-4652-a944-7566ab621f0e · outbound

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

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Large Language Models are Few-Shot Health Learners

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T21:14:36.506119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d618c708-af21-42dc-8adf-5f112c99703d · outbound

This paper cites Task-Aware Parameter-Efficient Fine-Tuning of Large Pre-Trained Models at the Edge.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Task-Aware Parameter-Efficient Fine-Tuning of Large Pre-Trained Models at the Edge

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-05T21:14:40.702451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation de4025e2-5648-4be3-9e57-bb690bc1ad41 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:47.901285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6d08d426-bb5e-454a-b32a-78cdf1eba9fe · outbound

This paper cites A Survey on Multimodal Large Language Models.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring A Survey on Multimodal Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T21:14:36.938514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93e34e43-0b11-46af-9474-c13ebcaa7047 · outbound

This paper cites Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-05T21:14:40.585769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1501f989-a593-4669-b4ae-5d6c95eb380f · outbound

This paper cites SplitLoRA: A Split Parameter-Efficient Fine-Tuning Framework for Large Language Models.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring SplitLoRA: A Split Parameter-Efficient Fine-Tuning Framework for Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T21:14:37.164008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e3b032d-492b-4bbd-9232-ba3ad7ef56d8 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:47.770046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 220095c2-6e13-40ea-a927-ca2b749e959c · outbound

This paper cites AgentsCoDriver: Large Language Model Empowered Collaborative Driving with Lifelong Learning.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring AgentsCoDriver: Large Language Model Empowered Collaborative Driving with Lifelong Learning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T21:14:37.331622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41466627-7ff3-4c49-9a84-0f311c35f6b6 · outbound

This paper cites NoiseBoost: Alleviating Hallucination with Noise Perturbation for Multimodal Large Language Models.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring NoiseBoost: Alleviating Hallucination with Noise Perturbation for Multimodal Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T21:14:37.409500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 360af73a-6cd6-45a7-8fc7-eb3f0a18bcbb · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:47.596027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a0e6abc4-901f-4c9a-91a2-4a1bd7e07c32 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:47.422680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 28eef67c-d504-417b-9e08-1e7f21a68ede · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:47.225919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8db65947-6e6f-4d8a-8c9e-15f99b29ade7 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:47.096978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6751357b-9863-4d9f-96a0-9d5540fee09c · outbound

This paper cites Perera, R.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Perera, R

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:46.905316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ad3b3136-ffdb-49d0-a1b1-27fa3984fc79 · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T21:14:37.753500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc0ac7da-2ddb-4a93-aab9-473702e11a62 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:46.711104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4f9dab2e-2a04-41d1-a4d2-04cef86dc3f4 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring LLaMA: Open and Efficient Foundation Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T21:14:37.918322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8487990-9af0-415d-9d88-cf5980ce2250 · outbound

This paper cites Bolton, D.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Bolton, D

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:46.501424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aa73623d-7e48-47ac-8ade-fe40fa169ecd · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:46.276288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f7fd387e-87e0-4068-ab2f-2d6713f07de2 · outbound

This paper cites Singhal, S.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Singhal, S

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:46.063536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 157cade8-001d-4987-b7a3-87f0529ce189 · outbound

This paper cites Nagrani, S.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Nagrani, S

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:45.912827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cb035191-d787-4304-97f2-ba55b9bf7088 · outbound

This paper cites Blundell, J.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Blundell, J

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:45.735527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6aea79cb-1bfc-4ebc-ac91-00c33620dd55 · outbound

This paper cites Gal and Z.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Gal and Z

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:45.524992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2cb09801-c9ab-4c27-abb4-4cf3157c0d33 · outbound

This paper cites an unresolved cited work.

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Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:45.341237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8e70676b-bf8a-4b5c-a6bf-ba2a4b0c33cc · outbound

This paper cites Subedar, R.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Subedar, R

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:45.137869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f38020d1-095b-4835-b3c5-4dfa31df0d47 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:44.914192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 22651775-374e-4315-9a52-af9ac06f6885 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:44.766333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 73ecb80d-bc58-41fd-b23c-44c3d69d7f0b · outbound

This paper cites Chang, Z.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Chang, Z

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:44.586029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 093bb91d-ddeb-442d-aea8-8bda7d8eafc5 · outbound

This paper cites Kwon, J.-H.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Kwon, J.-H

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:44.431030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7f3bfc16-adb6-4a58-9257-ded243b1e252 · outbound

This paper cites Harper and J.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Harper and J

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:44.242302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f9e22f6d-ecb6-495f-a769-4c9d16dca6a4 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:44.033004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 648c65e7-36d8-489a-bc46-ea8849097e7f · outbound

This paper cites Kuleshov, N.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Kuleshov, N

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:43.849692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2861d7c8-abd4-437a-9dd5-40261099fcf0 · outbound

This paper cites Mukhoti, V.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Mukhoti, V

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:43.664742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8a7e8eb1-de0f-45e9-a769-9614546852c1 · outbound

This paper cites Sanchez, M.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Sanchez, M

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:43.544909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 151e2ca2-107b-41ae-8dd6-fe3940737a08 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:43.375283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 59da4505-327a-42c3-9018-bdc123dc579e · outbound

This paper cites Taamneh, P.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Taamneh, P

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:43.196208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 375ec6ac-f6f0-4140-a5de-10e43f6cf619 · outbound

This paper cites Nguyen, J.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Nguyen, J

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:43.024875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0f119437-b83c-496c-8ae9-56b8a0919e01 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:42.868710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9248899c-37d2-4454-b08a-c0a1060f4b48 · outbound

This paper cites Mart \' nez-Villase \ n or, H.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Mart \' nez-Villase \ n or, H

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:42.639981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 20796d43-e757-4244-bb30-b281a86af7fc · outbound

This paper cites N e mcov \'a , V.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring N e mcov \'a , V

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:14:42.475885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4b759b41-66dc-4ad7-be65-efd4455944c7 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:42.286046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 69b74526-6594-4a94-80cc-108e01085add · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:42.006149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9d05c010-4478-405d-84e7-4ea9900cb263 · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:41.793575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 342e8b2b-f08e-46f2-9ddd-31b0fbddc4bd · outbound

This paper cites LCFed: An Efficient Clustered Federated Learning Framework for Heterogeneous Data.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring LCFed: An Efficient Clustered Federated Learning Framework for Heterogeneous Data

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-05T21:14:40.112170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47ae020f-3064-4099-880a-892029d48b8b · outbound

This paper cites an unresolved cited work.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:14:41.553468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3463e126-5d27-4a2e-b4bc-f5d5efd5cabf · outbound

This paper cites FedAC: An Adaptive Clustered Federated Learning Framework for Heterogeneous Data.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring FedAC: An Adaptive Clustered Federated Learning Framework for Heterogeneous Data

Reference 73

Resolution: verified exact; local_arxiv, observed 2026-08-05T21:14:40.434081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

Observation a617e691-d180-4d00-9760-b1e80c316ba1 · inbound

GAPSL: A Gradient-Aligned Parallel Split Learning over Data-Heterogeneous Edge Computing Systems cites this paper.

GAPSL: A Gradient-Aligned Parallel Split Learning over Data-Heterogeneous Edge Computing Systems Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T05:51:35.038721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ba99a9c-1313-4b78-8e51-d9c38b43cf06 · inbound

Physically-Induced Atmospheric Adversarial Perturbations: Enhancing Transferability and Robustness in Remote Sensing Image Classification cites this paper.

Physically-Induced Atmospheric Adversarial Perturbations: Enhancing Transferability and Robustness in Remote Sensing Image Classification Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:25:22.611570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation de05d0ca-87c6-409d-baf2-a264cfb15a96 · inbound

SwarmSense-DNN: A Trustworthy and Decentralized Neural Framework for Proactive Anomaly Defense in Consumer IoT cites this paper.

SwarmSense-DNN: A Trustworthy and Decentralized Neural Framework for Proactive Anomaly Defense in Consumer IoT Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-03T11:58:06.050492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.