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Paper Citation Record · LEDGER

STORM: Strategic Orchestration of Modalities for Rare Event Classification

As of 13 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation for arXiv:2412.02805.

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

pith.paper-citation-record.v1
2412.02805 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:09:15.067394Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T13:02:35.015194Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T13:02:35.060552Z

Reference resolution

24 of 24 outbound references displayed

  • verified exact0
  • verified fuzzy16
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b45f925f-2633-4d83-b714-34434a8e305a · outbound

This paper cites What makes multi-modal learning better than single (provably),.

STORM: Strategic Orchestration of Modalities for Rare Event Classification What makes multi-modal learning better than single (provably),

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:09:16.343222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:09:14.734800Z digest=sha256:57e9b464fe0bdcce9ec509e56950b03a70164c23e45851fac77cac6f529257bc

Observation 1c82c3ef-3de7-4735-b180-c1bc908b13dd · outbound

This paper cites Transfer: Cross Modality Knowledge Transfer using Adversarial Networks -- A Study on Gesture Recognition.

STORM: Strategic Orchestration of Modalities for Rare Event Classification Transfer: Cross Modality Knowledge Transfer using Adversarial Networks -- A Study on Gesture Recognition

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T23:09:14.741961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:09:14.741961Z digest=sha256:c5f74ea6ab91e7f55f86622994c21b2fcd800da1db2527029dc7edbe6ea6dda2

Observation 2f14f9d6-b3d2-4ed3-bae5-e44846f08e23 · outbound

This paper cites Multimodal deep networks for text and image-based document classification.

STORM: Strategic Orchestration of Modalities for Rare Event Classification Multimodal deep networks for text and image-based document classification

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T23:09:14.760420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:09:14.760420Z digest=sha256:caff18ce721e8f91ee65b7d1905309e42ad6727ae5782dc27295d0b334a8c646

Observation 22ff8a27-1263-4cf8-b294-5904358e9a2f · outbound

This paper cites Efficient modality selection in multimodal learning,.

STORM: Strategic Orchestration of Modalities for Rare Event Classification Efficient modality selection in multimodal learning,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:09:16.291419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:09:14.783232Z digest=sha256:e7d2e96b3b2de9928ea688af91f8a95bcf4af46952255beb4e5f4bd28e4d4d1d

Observation beb416f4-df7a-44e0-8960-ad83b6756b07 · outbound

This paper cites mSLAM: Massively multilingual joint pre-training for speech and text.

STORM: Strategic Orchestration of Modalities for Rare Event Classification mSLAM: Massively multilingual joint pre-training for speech and text

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-11T23:09:14.792158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:09:14.792158Z digest=sha256:2aed543d75a2e687e4e06b1fc089aef450c49054e782e5472ba8b854d92d0d6b

Observation 8484c1cf-0f93-4271-8da7-c2bc5974a270 · outbound

This paper cites Framework for developing and evaluating ethical collaboration between expert and machine.

STORM: Strategic Orchestration of Modalities for Rare Event Classification Framework for developing and evaluating ethical collaboration between expert and machine

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T23:09:14.819377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:09:14.819377Z digest=sha256:a0edc7a84026af2c748a892362fe2294e8c9e849d1f39476a9eefac3a2cd2ddf

Observation c0dfd377-2b25-443e-a2fc-d7db6b2fd8c5 · outbound

This paper cites Sensor and sensor fusion technology in autonomous vehicles: A review,.

STORM: Strategic Orchestration of Modalities for Rare Event Classification Sensor and sensor fusion technology in autonomous vehicles: A review,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T23:09:14.858934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:09:14.858934Z digest=sha256:afa53b02a539200f0cf7b4b384e898c9921f959dccaa4119cbd1f4bbb7a2be41

Observation b4e65d4d-50d7-49b5-8f17-6638132a911b · outbound

This paper cites High fidelity fast simulation of human in the loop human in the plant (hil-hip) systems,.

STORM: Strategic Orchestration of Modalities for Rare Event Classification High fidelity fast simulation of human in the loop human in the plant (hil-hip) systems,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:09:16.233680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:09:14.880870Z digest=sha256:dd0ebbba0db7d7922a5a7cba47f9e9da6b3fd34aff2185e8646e131bbace2735

Observation 76a75550-61fc-40a6-b318-d18eda541787 · outbound

This paper cites CPS-LLM: Large Language Model based Safe Usage Plan Generator for Human-in-the-Loop Human-in-the-Plant Cyber-Physical System.

STORM: Strategic Orchestration of Modalities for Rare Event Classification CPS-LLM: Large Language Model based Safe Usage Plan Generator for Human-in-the-Loop Human-in-the-Plant Cyber-Physical System

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-11T23:09:14.886124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:09:14.886124Z digest=sha256:cf4e995b80239784373a4c2cc38f5c88479786b8e7a768b28ad8c89749201e8b

Observation b01f418b-f886-4b00-8b6c-37d6108ef717 · outbound

This paper cites Use of multi-modal data and machine learning to improve cardiovascular disease care,.

STORM: Strategic Orchestration of Modalities for Rare Event Classification Use of multi-modal data and machine learning to improve cardiovascular disease care,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:09:16.176204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:09:14.892652Z digest=sha256:2f867e6329c85055d26ed47be62ff2a1864b79190a48a699ba208aff16389c03

Observation 043b357e-49f9-4242-82f1-f8fc43b25839 · outbound

This paper cites The Expert’s Knowledge combined with AI outperforms AI Alone in Seizure Onset Zone Localization using resting state fMRI,.

STORM: Strategic Orchestration of Modalities for Rare Event Classification The Expert’s Knowledge combined with AI outperforms AI Alone in Seizure Onset Zone Localization using resting state fMRI,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:09:16.136365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:09:14.898253Z digest=sha256:12763c05c6aa5e104ffc5ff39c89ce3f16521054c8d13d470f4a309965506718

Observation 0815d2f3-8251-423b-a75d-affc8c53ad39 · outbound

This paper cites Automated seizure onset zone locator from resting-state functional MRI in drug-resistant epilepsy,.

STORM: Strategic Orchestration of Modalities for Rare Event Classification Automated seizure onset zone locator from resting-state functional MRI in drug-resistant epilepsy,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:09:16.088650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:09:14.904559Z digest=sha256:f8f1f5866e68460d30f492a67016873608d8e32d3da3ab879524cb1ae5c0c085

Observation f5e00186-5597-4029-9c51-08c4c1d8e857 · outbound

This paper cites Merging Deep Learning with Expert Knowledge for Seizure Onset Zone localization from rs-fMRI in Pediatric Pharmaco Resistant Epilepsy.

STORM: Strategic Orchestration of Modalities for Rare Event Classification Merging Deep Learning with Expert Knowledge for Seizure Onset Zone localization from rs-fMRI in Pediatric Pharmaco Resistant Epilepsy

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T23:09:14.914921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:09:14.914921Z digest=sha256:d470bf86f50726a3d571cd8d22ddabca19f72ad03eb255e0dd76a7d2903f5f50

Observation d524e78b-2f54-4163-8d62-5b38ff0d2c92 · outbound

This paper cites Multimodal machine learning in precision health: A scoping review,.

STORM: Strategic Orchestration of Modalities for Rare Event Classification Multimodal machine learning in precision health: A scoping review,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:09:16.049503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:09:14.954754Z digest=sha256:4e352b9b3dac8e06bddee4d08425a32fa6a2d55b2c4e979aa1cd6a1009b58c56

Observation 64f47bae-761c-4531-9936-e581dd5e7c59 · outbound

This paper cites Diagnostic performance of electrocardiography in the assessment of significant coronary artery disease and its anatomical size in comparison with coronary angiography,.

STORM: Strategic Orchestration of Modalities for Rare Event Classification Diagnostic performance of electrocardiography in the assessment of significant coronary artery disease and its anatomical size in comparison with coronary angiography,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:09:16.017176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:09:14.962764Z digest=sha256:0ce5bdef9d4ecec930ef6f6694db2cab38342c1e4f8464d15362db8f16fafa2e

Observation 0398fc80-83d2-498c-bbc0-85e32a81b79b · outbound

This paper cites Expert knowledge driven human-ai collaboration for medical imaging: a study on epileptic seizure onset zone identification,.

STORM: Strategic Orchestration of Modalities for Rare Event Classification Expert knowledge driven human-ai collaboration for medical imaging: a study on epileptic seizure onset zone identification,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:09:15.975012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:09:14.985925Z digest=sha256:806fc54c856364fdf7352d6281538240020aab99104b7febc270b04a0da89c24

Observation 3479e0ff-7aae-4c38-b52e-cce260c16f20 · outbound

This paper cites Edgcon: auto-assigner of iconicity ratings grounded by lexical properties to aid in generation of technical gestures,.

STORM: Strategic Orchestration of Modalities for Rare Event Classification Edgcon: auto-assigner of iconicity ratings grounded by lexical properties to aid in generation of technical gestures,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:09:15.923817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:09:15.003079Z digest=sha256:6287c28d4e84f44ce5a9ef8b47eadd29fc8a0b64168e3778c3638a7e8142f28e

Observation 18862d3c-ced6-4e7f-8ad2-351534f91a67 · outbound

This paper cites Evaluation of rare event detection,.

STORM: Strategic Orchestration of Modalities for Rare Event Classification Evaluation of rare event detection,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:09:15.878063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:09:15.008558Z digest=sha256:f570f04597e8795755746c7519b9094d29173746baafa7a948c053aaee70703d

Observation 8b43781a-710d-4fe6-9f6b-896cfda9d0d9 · outbound

This paper cites Entropy-based sampling approaches for multi- class imbalanced problems,.

STORM: Strategic Orchestration of Modalities for Rare Event Classification Entropy-based sampling approaches for multi- class imbalanced problems,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:09:15.828440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:09:15.023689Z digest=sha256:1d74f449955fc583a46854457cdb2bb83ac6363451703cda6ed28c2b2d249437

Observation f20cbed1-6f88-41e5-8e60-9e2e92706f35 · outbound

This paper cites Deep facial analysis: A new phase I epilepsy evaluation using computer vision,.

STORM: Strategic Orchestration of Modalities for Rare Event Classification Deep facial analysis: A new phase I epilepsy evaluation using computer vision,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:09:15.764740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:09:15.034356Z digest=sha256:b6e4b241798eb6c938641ff6dffaacb1dd09b4f71171c18ab65117e28f3b35c5

Observation ff65bd3c-1fbd-4f54-86f5-2e9d6036dd8b · outbound

This paper cites More Interpretable Decision Trees,.

STORM: Strategic Orchestration of Modalities for Rare Event Classification More Interpretable Decision Trees,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:09:15.696449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:09:15.047880Z digest=sha256:967cb55558f984dce6772f92e968086ea27adb2e9c72588466cef1319f13d24b

Observation 8351cf27-8077-43c7-beb3-15833d0ec863 · outbound

This paper cites A simple method for measuring inequality,.

STORM: Strategic Orchestration of Modalities for Rare Event Classification A simple method for measuring inequality,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:09:15.652617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:09:15.053100Z digest=sha256:88bfeac57f2dd45e584dc02da3138f4f3e71a7c006bd39bd0b7c96953cccf2b4

Observation 0b9970cd-f274-49b6-aaff-3a01326803bc · outbound

This paper cites SMOTE: Synthetic Minority Over-sampling Technique.

STORM: Strategic Orchestration of Modalities for Rare Event Classification SMOTE: Synthetic Minority Over-sampling Technique

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T23:09:15.060979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:09:15.060979Z digest=sha256:a6359512a413b14a9f3700b6a0f16e5001a353ced5e6ef70e42c1f1d3fd014b5

Observation 74a74251-3def-40a0-9917-fde5bc9f95de · outbound

This paper cites Automated echocardiographic detection of severe coronary artery disease using artificial intelligence,.

STORM: Strategic Orchestration of Modalities for Rare Event Classification Automated echocardiographic detection of severe coronary artery disease using artificial intelligence,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:09:15.595716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T23:09:15.067394Z digest=sha256:7d04af3fd84cfaf07dc8d7e6f28ee173c7046cd067a187aa5cc75cf48c1ef3e0

Pith citing papers

Observation 76b11d66-ce4c-4595-94ee-5c0ed6ce1c35 · inbound

Generating customized prompts for Zero-Shot Rare Event Medical Image Classification using LLM cites this paper.

Generating customized prompts for Zero-Shot Rare Event Medical Image Classification using LLM STORM: Strategic Orchestration of Modalities for Rare Event Classification

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-10T13:02:35.066839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-10T13:02:35.015194Z digest=sha256:2095aa052abfd08d5a705665bdf31c971ded1714fbc210335ea23fa9ef6f343f