Paper Citation Record · LEDGER

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network

As of 9 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2505.20232.

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

pith.paper-citation-record.v1
2505.20232 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:01:09.308058Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy7
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8744ab3c-0a00-459c-b2d6-036044de17eb · outbound

This paper cites Nature Medicine28(9), 1773–1784 (2022).

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Nature Medicine28(9), 1773–1784 (2022)

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:06.558639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 728c7f26-a3f0-4d98-96fc-8db58cf8a7fe · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:01:11.230870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8508c2f3-d682-410e-b8c7-15b2767a518c · outbound

This paper cites In: Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and data mining.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network In: Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and data mining

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:01:11.023603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a3b0a688-f17a-45dc-817e-797748eaba9f · outbound

This paper cites Computerized Medical Imaging and Graphics p.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Computerized Medical Imaging and Graphics p

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:01:10.797854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 92c50b22-aba4-4d29-94c1-6a37c0f3611d · outbound

This paper cites In: Proceedings of the 2020 Conference on Empiri- cal Methods in Natural Language Processing (Nov 2020).

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network In: Proceedings of the 2020 Conference on Empiri- cal Methods in Natural Language Processing (Nov 2020)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:01:10.634722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 23072de2-b937-48bb-9bd9-df68c30228e2 · outbound

This paper cites Journal of the American Medical Informatics Association23(2), 304–310 (2016).

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Journal of the American Medical Informatics Association23(2), 304–310 (2016)

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:07.181606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0088f994-5835-4445-af59-904ef8f310c4 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:07.286998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f20d146-8e79-4dbf-b28b-685fabbc09b0 · outbound

This paper cites an unresolved cited work.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:01:10.405043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 46fd70cd-1737-414b-a566-a5895348bd21 · outbound

This paper cites an unresolved cited work.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:07.461657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2738b37-197a-46db-8d2a-7ece7516ce37 · outbound

This paper cites In: Proceedings of the AAAI conference on artificial intelligence.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network In: Proceedings of the AAAI conference on artificial intelligence

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:07.584887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation febc78dd-041e-452f-8db3-f42ec01980ea · outbound

This paper cites Scientific data6(1), 317 (2019).

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Scientific data6(1), 317 (2019)

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:07.663366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28b55e2f-f3e9-43b8-8f3b-7260bff2b437 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Adam: A Method for Stochastic Optimization

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:07.729766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bc36312-9339-4774-8523-881bb1ce6074 · outbound

This paper cites Cross-Modal Prototype based Multimodal Federated Learning under Severely Missing Modality.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Cross-Modal Prototype based Multimodal Federated Learning under Severely Missing Modality

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:07.823350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48d129ad-eaab-41f1-b856-b157701f3288 · outbound

This paper cites In: Artificial intelligence and statistics.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network In: Artificial intelligence and statistics

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:07.961762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53355b25-af3b-4132-928b-00a02ac7e329 · outbound

This paper cites an unresolved cited work.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:01:10.162772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b8a9135b-ee15-46da-ac35-f89e1ba99508 · outbound

This paper cites an unresolved cited work.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:08.190944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4aa2289a-6874-47fa-bf67-93d20ef11083 · outbound

This paper cites SN Computer Science4(5), 674 (2023).

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network SN Computer Science4(5), 674 (2023)

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:01:09.964444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 16cf4351-d15c-47ff-ba5f-e9e1234f15a5 · outbound

This paper cites Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:08.436946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dfeaaf2-9e48-4498-bfb7-b944696c7e31 · outbound

This paper cites Medical Vision Language Pretraining: A survey.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Medical Vision Language Pretraining: A survey

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:08.521199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13da8401-21cc-4622-9f45-fa0400b652db · outbound

This paper cites In: European Conference on Computer Vision.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network In: European Conference on Computer Vision

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:01:09.777494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e75c1c17-b79e-4977-b832-a12ab9107a46 · outbound

This paper cites Multimodal Federated Learning in Healthcare: a Review.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Multimodal Federated Learning in Healthcare: a Review

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:08.724849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44d44c66-02a1-4d03-98e5-dd8b1923d88b · outbound

This paper cites Advances in neural information pro- cessing systems30(2017).

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Advances in neural information pro- cessing systems30(2017)

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:08.838004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e4962d3-bdab-43f9-9681-803f736a4e64 · outbound

This paper cites Scientific reports 11(1), 3254 (2021).

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Scientific reports 11(1), 3254 (2021)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:01:09.569786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7140e4a1-006c-420d-9ead-d5bdecff321e · outbound

This paper cites Deep Multimodal Learning with Missing Modality: A Survey.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Deep Multimodal Learning with Missing Modality: A Survey

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:09.092870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a8ea774-8e0b-4eee-b241-a09156010884 · outbound

This paper cites Multimodal Federated Learning via Contrastive Representation Ensemble.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Multimodal Federated Learning via Contrastive Representation Ensemble

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:09.204005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f38f1c0-febd-47f0-83f3-356e6095e7f0 · outbound

This paper cites AutoFed: Heterogeneity-Aware Federated Multimodal Learning for Robust Autonomous Driving.

Multimodal Federated Learning With Missing Modalities through Feature Imputation Network AutoFed: Heterogeneity-Aware Federated Multimodal Learning for Robust Autonomous Driving

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:09.308058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.