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Paper Citation Record · LEDGER

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring

As of 7 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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:33.565682Z digest=sha256:12e676db562f8f3374ca0a928df587f79ed21ce68f74903e3e82a328d5d58cf7

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:33.626037Z digest=sha256:b80cefe849baef2007b947f861548d281fe0c08bc39782d961d40ac3964e8897

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:33.743334Z digest=sha256:a1f65e753b0835f67040ae192d50178d2c39f6e1091765c94c80ae1b09e71b19

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:33.853995Z digest=sha256:d4ffcddb671299c5f62d5ee1758354e8a5f5e8f0e090620affe9a48bf45de417

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.

source=arxiv_source observed=2026-08-05T21:14:33.956310Z digest=sha256:6472a6e115d08b4f2fac57b0db0d36b7e8aa0cd9c4ce64606c28a720bae67f53

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:34.045745Z digest=sha256:ef8835350b12d5ab925ffe7ed7f9aead955aadf04c56f8ec8bebf803c82955f2

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:34.186302Z digest=sha256:416f6983e005daeb37f18d6af8eb0c1e45ffe9985db21a2cdc6581ac49517608

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:34.270065Z digest=sha256:826090b9f9abc2069bc7861e67068a2d0f9f237e7fbbfa761e6d5bf06cbf182e

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:34.380127Z digest=sha256:6a53be54872cc15e25f536584333e64aa7575020ea83119fde3064ade54f3e20

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:34.504548Z digest=sha256:97b9ce3658410eb69cae875d0cf913fdc8b4a8f33ae6fec14df217caea3b0ccc

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:34.658794Z digest=sha256:d7ab9422596483126a270f0831cac1124c9bcc3e8e9f2e4d8676e1b1b4ff9f68

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:34.796385Z digest=sha256:430d3f4123ccdce61a043d7f256b48429d725ba1f05348f0a04589dd6c4cb0f0

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:34.892716Z digest=sha256:b0a68773d78f47fe6ff4547592a9c804c52579a6c4f45d4bd9bac961e6b04702

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.

source=arxiv_source observed=2026-08-05T21:14:35.054556Z digest=sha256:5bb238998e4c698f4cdd8d235b7ede6fbc74068b8cf9a5529c587bcf72e488d5

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:35.273702Z digest=sha256:0320717a90d94c01e4ddd7c057fd0588bf8f4ee23c3880aa5b5edc2430b34ed6

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:35.384387Z digest=sha256:92457d6ed6fd31c6502b8b3e7d4709411a3ce0f651bffdc120c665c5af8d02f6

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:35.528683Z digest=sha256:e7c696ae3cfcc1da48fa5e50c9bae97ead9ced7ef8a1115c597fe62b86694aa5

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:35.626210Z digest=sha256:9b09a11fe00a248d881c0620ecd451e570731c94e998360703a5bf4705e3d12a

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:35.752923Z digest=sha256:5f8cedecbfb86cd5826a111266c0fbb08d5552c12cd3398da5c0589c2cbbe4d8

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:35.826765Z digest=sha256:ced717291460dcc48552e62a6b38e71fb01cf6ad9db121d19bd2f826c9a4e220

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T21:14:35.888224Z digest=sha256:f373a392c2388cdcfd8e82e036cf3b3659819e75bac24078f664e4e741e8f693

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.

source=arxiv_source observed=2026-08-05T21:14:35.989666Z digest=sha256:2bec0c81a07458ba4a658dc19ab2014d7b7d2e555b384e060d61179524fb5251

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:36.082470Z digest=sha256:f828f861b264c3ea659e69f5de137fc0677c4a97feed8f79c642a4f56d8c777a

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.

source=arxiv_source observed=2026-08-05T21:14:36.167606Z digest=sha256:9de179393109a85cb269bfa969f3b346d10e7b8b1d9aaf0516c152b25c8d3c80

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.

source=arxiv_source observed=2026-08-05T21:14:36.232114Z digest=sha256:665866b3b12bd60d9185f2ee3e36d2e4c2e07e422981409b3563656a52d8d1e2

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.

source=arxiv_source observed=2026-08-05T21:14:36.290338Z digest=sha256:5c39bc85d1b1ef7c53f1375b2ca96f429f7ce1e7100ba32c246f79b5754032fc

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:36.403074Z digest=sha256:29a1905811681ab2469547f26f11665ced1351836d641402c47f52158b5f6808

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.

source=arxiv_source observed=2026-08-05T21:14:36.506119Z digest=sha256:10a4b486ebf76b0ec4d3da2c692d1ad687e79e5def59c5fc73f4f1f73af04e3d

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:36.597593Z digest=sha256:02a5ba8d1d39746a1f159fb95812cc0510eaae8dec686cf3b2edfe161ffd5cc8

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:36.793056Z digest=sha256:8287550c473d9cc605bf9e2a72aae459a8f1e24c5560b10e2843f5a7ba67d461

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.

source=arxiv_source observed=2026-08-05T21:14:36.938514Z digest=sha256:eb9a72ade40520d40702039aec4aa26a330934aa249a0a86b8935dce857cf8b8

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:37.054609Z digest=sha256:589fb31099c40641cd273b18c05d10c79dd9df853fc65b4ffcc5ee7c0d3d5e3f

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.

source=arxiv_source observed=2026-08-05T21:14:37.164008Z digest=sha256:202f4bb0573e50b84fa2fd8250a6f5e3e0acbd04f514ea98cc93a3056ee6251e

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:37.245381Z digest=sha256:d1c2e8d9f4ece23b6be3728a871077e3cfecb6aadcac67fc3faa36143c41685e

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.

source=arxiv_source observed=2026-08-05T21:14:37.331622Z digest=sha256:54ce256e82786994d401f2689b076b5e42034437410822e349c7ebf2e2d70268

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.

source=arxiv_source observed=2026-08-05T21:14:37.409500Z digest=sha256:ddecec452f070c0fbbf17063c57ca5b07a6780f1c73004b6eca23049005cad60

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:37.465136Z digest=sha256:f771d2e8bebd6ee4b33e0fa3683072e0a82e77632ccf1184387acc719193ad43

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:37.524340Z digest=sha256:c7e3c882e3328092205060121701ccd3abc74087d57c4c719e8f8a93e2cff234

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:37.587395Z digest=sha256:66c46eb4a5429de9c9f948ee3e6739e10904398f72927100a71e5825453e5bdc

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:37.623320Z digest=sha256:89eb3eca8c901ced56ceff06693e444bcd1b94a444bc390e0c2aaab5ed690820

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:37.683272Z digest=sha256:7e71aaba08bd69635cf22deff714458ae8566b19a7485770c6ecbd1680304dde

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.

source=arxiv_source observed=2026-08-05T21:14:37.753500Z digest=sha256:cde0366b9dbd34c592339db094135f35a010b21987af488300051913964ff490

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:37.823401Z digest=sha256:8a042f832cb368827a0d9b90b85c91416f80bffcb259a30fb45d5acd5e4c1d6e

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.

source=arxiv_source observed=2026-08-05T21:14:37.918322Z digest=sha256:c61d6f8d61298f9f12e55773204f69cdbb4b6f4c5094ef5668f0c33c51c721f8

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:37.990307Z digest=sha256:cae1dff27041f87a2994952165cbb9cae588602938df1835e9c7a10e8a7585a5

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:38.090305Z digest=sha256:978e503d025e6bbdf081015ce9019e4925783ddcd2ffeb0bc614d3ab7ab6b1cf

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:38.174383Z digest=sha256:a6894c398679f84277ca856c689fbd547c71cb3db8c1a731859468d66203695b

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:38.233687Z digest=sha256:6a14475b1e0d9ec48a93d7a469fcd1c7bfefabc49a231ddb10dbd66cadbaaba9

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:38.321015Z digest=sha256:1947d10aae87bc251f2e5ea889a89a1a1d52ca760b0050d785331ce0d3ecf3b7

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:38.393940Z digest=sha256:a7314274222987bc45cd042abcb63eb23fe622dba15cd6939889a5d648b7d966

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

This paper cites an unresolved cited work.

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

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:38.444419Z digest=sha256:c1c1e31ead1da72cfcb7b5c6e4914798d93b03c8030e0fb2174b7816e4d43d43

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:38.522720Z digest=sha256:cdcf2709828bc9e7346ae58f1fab939aba58ba92b195f4ab057484ee3b2fb9b5

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:38.592198Z digest=sha256:820f96bd1e7220e1c33ef93b4ad258efb809fd585ba27a62babfdef6917c3ae6

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:38.684354Z digest=sha256:e95fe923900f2ef3cabe860ca694a318232a6d1acb125196bec4166783e753c7

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:38.772397Z digest=sha256:246fea5d8cf0f0b20804ad2c62d2a001a18e375fd683cfa6d257634345bdb13a

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:38.860449Z digest=sha256:9d7a6b5c801f4785d53dff3a49e4665c4b2214d68c2cc7998dac814c0e0c7919

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:38.958043Z digest=sha256:a26d17b0e2419fd5831b2c71d8667e8687045d8cccda62cff227f590463dfdca

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:39.018134Z digest=sha256:b491d9e954c1225e83b26b2bd922d2d8c589f482a24bc47ee013335dcda6460e

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:39.106304Z digest=sha256:0a604e7c5ff9a4bca3abb386915d5b927436fb346c8c2af6fa7d8cf286b7717e

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:39.152448Z digest=sha256:8fb691a1a41610656972eea25bf9059da4592710a877dbcc6d0d1839d4f3dd10

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:39.269576Z digest=sha256:ac4edfa169f7e8d0b28cfbef6b1db9a9ff17ff8fc8d947dc18ea876961c39e2b

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:39.384200Z digest=sha256:7d4307cedc734c4b74be91df6af696f85ae26626859d9740fdc8f0d9f718346c

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:39.470027Z digest=sha256:26800c67af46c3e86396853f63d8af4d562d3b343e952b01fdf51bfae241ed80

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:39.551944Z digest=sha256:99268a0bd7aa3f081a01b2c24aeb970e55fbc2ced29c2ccacff317ed60e65093

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:39.632128Z digest=sha256:5f4b99a7ad9db72ca31fae619e5ae37612f22bffad0163c955b7234049ab0e98

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:39.702832Z digest=sha256:a22a376662dddfe17700cea61ac8cd724d3bcb9cbfabcd1b5d04d46e3e0fc96a

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:39.773464Z digest=sha256:4d7a05f7a7ca169492c33de7f7bc35b627f4d0b25686b4bc46b10b1e6e8d1f63

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:39.864854Z digest=sha256:3a6ab936c9a13ea90d020adf26b1b8f33a9b9bb916dd9c3ff47375293f7a71d2

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:39.928809Z digest=sha256:20adb3e4f102037cda97ade3e21517ca9523ee5d16e98e757dad166ee500bb9a

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:40.023648Z digest=sha256:62e3dfab27b863fc7c16c88f631e39123f05448a7e57f7f15ef73b548728816b

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.

source=arxiv_source observed=2026-08-05T21:14:40.112170Z digest=sha256:962d99e1d17e8ec2c49b63e2cbc7360a49127e8648178e9adc31dabe3dbc8106

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:40.203778Z digest=sha256:2688b5fcac124a8165350ee01039938ce517dc4cd24245c576e1397e734ed241

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-05T21:14:40.273521Z digest=sha256:a3e373293ce1045e7a6f68fbe9cab2f7e63fdf12b86fc88fe9d1b579a653c46c

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.

source=pdf_text observed=2026-08-04T05:51:35.038721Z digest=sha256:fa19054c8637df1e9aa6bdc9048d0968db49bc073b22317ca4757a479dc328ea

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

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T12:21:23.000753Z digest=sha256:e8ed155c2de7221baac41987da3b3adaddb30a84e7e030eb539f6af6208fe6a4

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

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T09:17:04.893967Z digest=sha256:71ce68309daa9b074b7c02a11c966b5e601a9a4100ef12ebdad7f757840ccbaf