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Paper Citation Record · LEDGER

STORM: Strategic Orchestration of Modalities for Rare Event Classification

As of 14 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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:09:14.734800Z digest=sha256:3f61e5076c47022f8388fc7a2e722d42ac64fd2f529c5f47ffc5d4faaecba78a

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=sha256:7a7df531a49758ede4de080a1e3360a2395c409e0e1d2262679de666f9aef8ab

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:c8fde41e8d47dae5c04749911107fa7a37ecf4cb0cd8e4db5ed4dd8fd866faee

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:09:14.783232Z digest=sha256:30ce549098a0ed4dcd27ca36730120497f2b460e0f2fbf93def3c19518f7b657

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:fd75d1145d2f61e97776bf6f792cb6ee165ece6436f2a45e2588dbb32aec8085

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=sha256:78b523df7e908b30698332a78584ffbff679cdac5b69ee86a233b115e9bac8cb

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:a21af3e11c35f57a1f8c719c61d12f698e5e825434b78e91ef292b58273240db

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:09:14.880870Z digest=sha256:8583e7a185a3077ee9621dde15857588b8dac00e4caf880a14c5271c6f89d952

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:e0c1bdbf84b52c7189199482352bda98a9f07962527f3d9403187b95c9f63ac8

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:09:14.892652Z digest=sha256:fdd8f698dc23162720af24486fc674c70dcee6afeb8a34f35ebfbb1d27edcd9c

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:09:14.898253Z digest=sha256:f5444c8c08bbcf41c35bc753522e30edfece1685d67b803fa4b3118cc13a19b2

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:09:14.904559Z digest=sha256:b453510b4b9685ee7327b5ac7822a00bbe6febd6c9cfa26bef103481f095d4b8

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:e8734bbe778b98e292a4b664a703b7dd460b0bbb00724ca6ed991c65eed908a3

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:09:14.954754Z digest=sha256:beed2e650d984a1ff7ce6d0967ab1c5b805be413dd37a5b9c2cdf30468fadd85

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:09:14.962764Z digest=sha256:0bc8bb7c85c27bca599101f35c9304d10174762332e6085a5e11f5f8997faf52

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:09:14.985925Z digest=sha256:19d2266ea6f1cdd1c0e6287e84068e3e6d432caee856c855774fa1e5c37afeb8

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:09:15.003079Z digest=sha256:bbc5fd8e5fff4f9329d618d75aaeec6f0f5566f0b9387aab91651ce58d4a5b39

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:09:15.008558Z digest=sha256:50bf61be79289be1efe48f17f3b0617e0558aaee27f6744634f5f571ce0b7eb1

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:09:15.023689Z digest=sha256:951f6f11709a93be4b7ae602156b979604523e7a5458184e3f81c99990154ab6

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:09:15.034356Z digest=sha256:d3e73f87f4011920f409ef53a14e4adac193c3d7c9dec03b8795c50a5a5b16b9

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:09:15.047880Z digest=sha256:4609dc47e7c9574ac173b1c44de0b35830d75116a0dc322e3a4c0e98dd0d30e5

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:09:15.053100Z digest=sha256:b89128042b1052fabbb77bcffbf884667d011947c1b19bc5c3d2f8789e341ae1

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=sha256:5aa1b7c0921cb3d7ed006f3b43ef1a3f1fdc85a87f400b0b4df785f8fef87a09

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T23:09:15.067394Z digest=sha256:7d32844b8cede137d13394c0c8a57d5a36e7f7263013d1e49bd9922f4c7ecce3

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T13:02:35.015194Z digest=sha256:260423fd56df48cd54dbc3c27844619675d69e135235a1dbfe3b1be5d9fb56fa