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Paper Citation Record · LEDGER

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning

As of 19 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 1 inbound Pith citation observation for arXiv:2507.20089.

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

pith.paper-citation-record.v1
2507.20089 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:55:03.674366Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:06:08.713044Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T15:06:09.976942Z

Reference resolution

63 of 63 outbound references displayed

  • verified exact0
  • verified fuzzy58
  • unresolved3
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d481d9a5-7427-4ec0-9db5-79d41023f2c3 · outbound

This paper cites Fuse- MODNet: Real-Time Camera and LiDAR Based Moving Object Detection for Ro- bust Low-Light Autonomous Driving.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Fuse- MODNet: Real-Time Camera and LiDAR Based Moving Object Detection for Ro- bust Low-Light Autonomous Driving

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.426497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation d929f021-ddfd-421e-89a0-5acf8a48941c · outbound

This paper cites Sensors and Sensor Fusion in Autonomous Vehicles.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Sensors and Sensor Fusion in Autonomous Vehicles

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.414642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation d3fdf6c7-9d8d-4693-970c-bbc3beb890ec · outbound

This paper cites Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.399612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation bd37d112-4c3e-4126-ab8e-032726ae0473 · outbound

This paper cites Multimodal Sentiment Analysis: A Survey of Methods, Trends, and Challenges.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Multimodal Sentiment Analysis: A Survey of Methods, Trends, and Challenges

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.387577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 63384619-b85c-47b4-9dd5-2d2b2052aa2e · outbound

This paper cites Multimodal sentiment analysis: A systematic review of history, datasets, multimodal fusion methods, appli- cations, challenges and future directions.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Multimodal sentiment analysis: A systematic review of history, datasets, multimodal fusion methods, appli- cations, challenges and future directions

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.375729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 1e134ed4-0c20-45d4-8368-f769a49ef0e1 · outbound

This paper cites Multimodal classification of Alzheimer’s disease and mild cognitive impairment.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Multimodal classification of Alzheimer’s disease and mild cognitive impairment

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.363103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation b538b234-9adb-4a61-a784-e937bd72f98e · outbound

This paper cites Multimodal deep learning for Alzheimer’s disease dementia assessment.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Multimodal deep learning for Alzheimer’s disease dementia assessment

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.350719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.413851Z digest=sha256:d1ec5c74c0500d6afa4ebeac790ccaf5093982cce20bf729ec9e171a79128d4d

Observation adfa8835-dfda-4e2a-aa03-2b621fceadd2 · outbound

This paper cites Fusion of medical imaging and electronic health records using deep learning: a systematic review and implementation guidelines.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Fusion of medical imaging and electronic health records using deep learning: a systematic review and implementation guidelines

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.340414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.418871Z digest=sha256:9786f18aedc613240beb7e8fb983a48c4953631ef79c23d4ea83510d94a99337

Observation c61f5905-2c20-4e6b-a86d-bc8c914e660a · outbound

This paper cites Deep multimodal fusion for se- mantic image segmentation: A survey.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Deep multimodal fusion for se- mantic image segmentation: A survey

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.328160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.423558Z digest=sha256:d5b24a4ffe72e4dad5ee3db2a72844cad7edb11629c23787d7b753cd9d786d20

Observation 096065fc-33a3-4120-b7fd-f3b7977d46a0 · outbound

This paper cites Indoor Semantic Segmentation using depth information.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Indoor Semantic Segmentation using depth information

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.317521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation b05d2545-e55b-4f21-89d1-c66431111e29 · outbound

This paper cites Multimodal End-to-End Autonomous Driving.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Multimodal End-to-End Autonomous Driving

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.305470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation b44c4964-b502-46cf-95d0-a92c8794a22d · outbound

This paper cites Fusion of deep learning models of MRI scans, Mini–Mental State Examination, and logical memory test enhances diagnosis of mild cognitive impairment.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Fusion of deep learning models of MRI scans, Mini–Mental State Examination, and logical memory test enhances diagnosis of mild cognitive impairment

Reference 12

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T17:55:04.289017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.438639Z digest=sha256:e1c96d071bedce1b45984d7b9dc20bacdc7e3d5d548a83b40c583844cd814e4f

Observation 884a6567-a0e4-4b76-be6d-1bd1ffff777a · outbound

This paper cites Deep Learning Role in Early Diagnosis of Prostate Cancer.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Deep Learning Role in Early Diagnosis of Prostate Cancer

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.274589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.444076Z digest=sha256:1c5375e2fdc06a56a7f10832f364ec7a09c9051e14b424bc5e992571887f5bf8

Observation dea2aeee-83c8-47be-ade9-8599f0078d88 · outbound

This paper cites Deep learning of brain lesion patterns and user-defined clinical and MRI fea- tures for predicting conversion to multiple sclerosis from clinically isolated syndrome.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Deep learning of brain lesion patterns and user-defined clinical and MRI fea- tures for predicting conversion to multiple sclerosis from clinically isolated syndrome

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.255609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.449489Z digest=sha256:0a970a2e2b2771c8809e44b9d915ad14f9b3a599ef2cfca6cdcdf8bcfe9beca9

Observation 32fa293d-460d-469e-91ce-e325b41def9a · outbound

This paper cites Cooperative learning for mul- tiview analysis.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Cooperative learning for mul- tiview analysis

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.243949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.453767Z digest=sha256:de1aeb377ec5a1294fc44d856adae02b459d7e88c49eb8968c9555353b5a6721

Observation dbdb3726-93b8-4824-8515-e2baf795b1b1 · outbound

This paper cites A Deep Learning Mammography-based Model for Improved Breast Cancer Risk Prediction.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning A Deep Learning Mammography-based Model for Improved Breast Cancer Risk Prediction

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.231399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.458036Z digest=sha256:357e5f1ec47b761334c88630bf6f13fb200dbcf545a47cf5ef238dbb0180d2a3

Observation f3943682-c633-4a91-9b58-ebc152511d6c · outbound

This paper cites Multi-Channel 3D Deep Feature Learning for Survival Time Prediction of Brain Tumor Patients Using Multi-Modal Neuroimages.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Multi-Channel 3D Deep Feature Learning for Survival Time Prediction of Brain Tumor Patients Using Multi-Modal Neuroimages

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.218865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.462220Z digest=sha256:f207d693e9f53e1d854fcd38939480bb4723c685970b7464c27618fc8d1bf99c

Observation b0e6cfc8-65b6-4e95-82c6-fc006469b4b6 · outbound

This paper cites An Efficient Multi-View Multimodal Data Processing Framework for Social Media Popularity Prediction.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning An Efficient Multi-View Multimodal Data Processing Framework for Social Media Popularity Prediction

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.206150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.467767Z digest=sha256:dc9f73e3a1498ad898c869ad62cbb245a30f4a874c6356a1c029da2148d059c7

Observation e8e64cb2-4bd8-4a42-94a1-c9bb47b7f3d0 · outbound

This paper cites Multimodal Learning with Deep Boltzmann Machines.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Multimodal Learning with Deep Boltzmann Machines

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.193132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation b9e40ae6-f5db-4ef3-93f0-b501fd1511c7 · outbound

This paper cites Multimodal generative models for scalable weakly-supervised learning.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Multimodal generative models for scalable weakly-supervised learning

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.178973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.478059Z digest=sha256:30dff2fa92ecc247b77fdce6a73097072c4370a5d37b4b19a5d841d78b97bce6

Observation aa76d843-efac-4e90-bcbc-80219c6f2f63 · outbound

This paper cites Unity by Diversity: Improved Representation Learning in Multimodal VAEs.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Unity by Diversity: Improved Representation Learning in Multimodal VAEs

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.167308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 724e25b2-0d4c-4708-946f-d7b3880e6fd4 · outbound

This paper cites Deep Mutual Learning.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Deep Mutual Learning

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.156003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation caeef9ad-7f1a-4bcf-9c84-4c5c2a04bef6 · outbound

This paper cites Bagging predictors.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Bagging predictors

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.146189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.493113Z digest=sha256:6b1b29e231a0d21853f23636f3cd05a59a8f954c4bfb8e39e87c6d4d7162ceb1

Observation 43949141-210f-4ca4-9d9b-f0bff1e8bbfa · outbound

This paper cites Ensemble selection from libraries of models.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Ensemble selection from libraries of models

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.135646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.497419Z digest=sha256:9f1d50f33b2e2d9afc5c8e4258a4836e4043ffa5286904f37c1d0f889b626f15

Observation 91719157-7120-4cb8-a560-27433f86314c · outbound

This paper cites Regression Shrinkage and Selection via the Lasso.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Regression Shrinkage and Selection via the Lasso

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.124549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 61bebb18-7f6f-46ac-b361-60d4c83109ee · outbound

This paper cites Model compression.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Model compression

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.114009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 456bc156-feca-417d-bddb-ea245f5c38c5 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Distilling the Knowledge in a Neural Network

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-15T17:55:03.512069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:55:03.512069Z digest=sha256:5415733d230c53a8221ba113b7b745d8ce84e095a09e6e0aa59bc8aefe3ad2a1

Observation 32bb849c-57d9-4ca3-ace1-2a4a5b2bb7d3 · outbound

This paper cites Modality-Aware Mutual Learning for Multi-modal Medical Image Segmentation.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Modality-Aware Mutual Learning for Multi-modal Medical Image Segmentation

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.103374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.517990Z digest=sha256:0df858ae9d8d702d19630d127f22fac91eb54534ebe7ac9aed479ab42959b061

Observation bf31f492-c982-4e5d-8af5-7789cea7a7d7 · outbound

This paper cites AM ³Net: Adaptive Mutual-Learning-Based Multimodal Data Fusion Network.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning AM ³Net: Adaptive Mutual-Learning-Based Multimodal Data Fusion Network

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.092884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.523271Z digest=sha256:89dc66be6c8a5675d0ce47592e4246488e8106f348b053db739a445fed9acdce

Observation 9c09af9d-f84f-4c8e-b1f9-30ff60ff08de · outbound

This paper cites Multi-modal contrastive mutual learning and pseudo-label re-learning for semi-supervised medical image seg- mentation.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Multi-modal contrastive mutual learning and pseudo-label re-learning for semi-supervised medical image seg- mentation

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.082276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.528373Z digest=sha256:e48d20df96c016c3bb35e4c1440535522041de7463f809e4c8b9b84c5040fb53

Observation a146cf33-ddda-42f4-a6b3-141a7eefcab0 · outbound

This paper cites Graph neural networks with deep mutual learning for designing multi-modal recommendation systems.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Graph neural networks with deep mutual learning for designing multi-modal recommendation systems

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.066279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.532579Z digest=sha256:4c11766e03904d57d3ef46ce27393eb5886f01c0a669c4fbf2840f0147ca9936

Observation bb9d5101-4b60-4ead-9ef1-b9a1a211692f · outbound

This paper cites Deep Residual Learning for Image Recognition.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Deep Residual Learning for Image Recognition

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.054210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.536729Z digest=sha256:5ca26475c63a0d1d68313f3b8dc26b208120c2045b3ef1ad3297bb5f3d113b82

Observation bf5364a2-e00d-48f4-9e4e-5031f365cc08 · outbound

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

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.042611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.545749Z digest=sha256:1d4b76ea5603505ad1dd84880befdaed5aab982ac4ba8d3768e8b8bad6e45977

Observation 7fb991f9-2fec-4760-a013-284455dacded · outbound

This paper cites A unified theory of diversity in ensemble learning.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning A unified theory of diversity in ensemble learning

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.032927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.550766Z digest=sha256:369ebc1c4a9c727668fcbed2f512144d3b71fc83d3d67d3a974f197f68e92b5e

Observation 9fec09b8-1c90-4d4b-8ff3-62bfda65d672 · outbound

This paper cites A review of feature set partitioning methods for multi-view ensemble learning.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning A review of feature set partitioning methods for multi-view ensemble learning

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.023007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.555825Z digest=sha256:444b273fdb56020489a538d3da813d30290e969a28dde352ada3a165b8966ad9

Observation 1928ac58-cc03-47ad-bbe2-8979b1ce3742 · outbound

This paper cites Silhouettes: A graphical aid to the interpretation and validation of cluster analysis.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Silhouettes: A graphical aid to the interpretation and validation of cluster analysis

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.013000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.560391Z digest=sha256:5d8471449eb1b3d162b9c0b3b30d1307b96ab45a2c8de2170cc8400bd609d2b1

Observation 43e66b58-ffc6-4cc0-8574-09fa1a47519e · outbound

This paper cites The Determination of Cluster Number at k-Mean Using Elbow Method and Purity Evaluation on Headline News.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning The Determination of Cluster Number at k-Mean Using Elbow Method and Purity Evaluation on Headline News

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:04.001920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.564135Z digest=sha256:4d5bd7987e6b95f8431681524a682a842ecb75bb8bdf1c55bcc706e47ba651f6

Observation f1ca76ad-ff6e-43a1-8716-58cf0371e1f3 · outbound

This paper cites Getting the Most Out of Ensem- ble Selection.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Getting the Most Out of Ensem- ble Selection

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.990767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.569498Z digest=sha256:28597ce24eb921683b3fd3bd162c00a5363e221988190aa1845470731bf19d4a

Observation b37064a9-5d24-48ef-88bb-6b06e933bad8 · outbound

This paper cites an unresolved cited work.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:55:03.979711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.574752Z digest=sha256:e72eecf3ad78f8ec7b449ad97b2fb6b4b98fd54554a4238e33363c86a98494b6

Observation b86f2b52-4b25-452b-950f-7a5e92c0287e · outbound

This paper cites Exact solutions to the nonlinear dy- namics of learning in deep linear neural networks.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Exact solutions to the nonlinear dy- namics of learning in deep linear neural networks

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.968374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.579012Z digest=sha256:283444bfeeb30d551092417801a2882367a3a5d1707363a4f39a0bd6bfd37170

Observation f81c2e31-f942-4616-bfb4-c3c3635d878e · outbound

This paper cites Deep Learning without Poor Local Minima.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Deep Learning without Poor Local Minima

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.958058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.582650Z digest=sha256:51dd56758085ca43b8088d8cab795c1589b08d01754726ed304a0deb85bcfa0c

Observation 3d8378ad-5b0b-4712-922b-409c29628d44 · outbound

This paper cites Identity Matters in Deep Learning.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Identity Matters in Deep Learning

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.947191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.587010Z digest=sha256:3fe65e8081938c36d12bb394187e567b653c61d5b6433a6cef80a79e26888ef8

Observation 4f695ffa-291a-4cf3-8bc0-df1c242c3496 · outbound

This paper cites Towards Understanding Knowledge Distillation.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Towards Understanding Knowledge Distillation

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.937650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.590968Z digest=sha256:92fca95612ee139dff3cd72657a43d681c7a565ff94ae91127b136b61440a4c0

Observation 79458425-cbe1-450c-9306-cb6560617dd9 · outbound

This paper cites The Revised National Alzheimer’s Coordinating Center’s Neuropathology Form—Available Data and New Analyses.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning The Revised National Alzheimer’s Coordinating Center’s Neuropathology Form—Available Data and New Analyses

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.928226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.595027Z digest=sha256:ac643e481faef78ceaced3122ba5cf7fb2fbabbb5775d8a182a4aa1c227766d4

Observation ec3dbbe5-7e2c-4f1e-85a3-b828711add48 · outbound

This paper cites Version 3 of the Alzheimer Disease Centers’ Neuropsychological Test Battery in the Uniform Data Set (UDS).

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Version 3 of the Alzheimer Disease Centers’ Neuropsychological Test Battery in the Uniform Data Set (UDS)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.918931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.599569Z digest=sha256:ef08b45221334f78c0fd94583449837c54e9e63f50aa455acebe5b010408f498

Observation e0143664-26d6-4bfc-88d2-22d7a386d8d0 · outbound

This paper cites “Mini-mental state.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning “Mini-mental state

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.910124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.603878Z digest=sha256:d2655a97e63edd471b88f99e8ee6031858449d2286ecb877c2537ef671d450ae

Observation 8cb2ea26-379b-40fe-ae01-ad6ac13afa82 · outbound

This paper cites The Neuropsychological Profile of Alzheimer Disease.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning The Neuropsychological Profile of Alzheimer Disease

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.900479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.607502Z digest=sha256:287da8db0a363b6cc775b6bcc08e72422d1f6a21ba9294abdb057b749361a6dc

Observation 710f8e9a-91af-4c77-a5cf-d2703dd7e062 · outbound

This paper cites Cognitive Tests to Detect Dementia: A Systematic Review and Meta-analysis.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Cognitive Tests to Detect Dementia: A Systematic Review and Meta-analysis

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.891141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.611195Z digest=sha256:bf463b6f7a047358c3ab92b2b77abfae280f4aad346a55371eb5322eddf92059

Observation 5c3771db-77c8-4448-bc9b-3747b7e99b6c · outbound

This paper cites Hypothetical model of dynamic biomarkers of the Alzheimer’s pathological cascade.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Hypothetical model of dynamic biomarkers of the Alzheimer’s pathological cascade

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.881623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.615374Z digest=sha256:0e2137192b935ac7b11be53b75668a0b78806f933f630f401750f8b4e28ff560

Observation 920d2485-9a4e-447d-9455-a4bfea3ccdb4 · outbound

This paper cites Dementia prevention, intervention, and care: 2020 report of the Lancet Commission.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Dementia prevention, intervention, and care: 2020 report of the Lancet Commission

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.872303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.619616Z digest=sha256:43c1e164c922ee86dab6bb0bf23199f26de6464d1eb8e5f7afe3c6fe11f0aca7

Observation 8bdd24b1-6255-413c-b9a8-8d2ce95da2d3 · outbound

This paper cites Alzheimer’s disease detection using data fusion with a deep supervised encoder.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Alzheimer’s disease detection using data fusion with a deep supervised encoder

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.862089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.623318Z digest=sha256:409f3266ee2a421ccff224da5420080bd07f65658613915d34eebee50fcdfef4

Observation 546be39f-03e0-408d-84a5-cfa34d17f477 · outbound

This paper cites Episodic and Semantic Memory.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Episodic and Semantic Memory

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.850996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.628438Z digest=sha256:fe41f9b54f404328ae57cb97a62486535f46f48f7077d15084a9eb4eb683467b

Observation 82681cf7-019f-4b72-981f-953cfd5d0d82 · outbound

This paper cites Neural basis of the perception and estimation of time.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Neural basis of the perception and estimation of time

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.840114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.634547Z digest=sha256:c0ea5874c157a5cb222da5ebc2f8afe9346245633e59492a699dd20a98f8c192

Observation 5fb05ef5-daca-4b83-b09a-b61f5fa4b114 · outbound

This paper cites Time cells in the hippocampus: a new dimension for mapping mem- ories.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Time cells in the hippocampus: a new dimension for mapping mem- ories

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.828465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.639269Z digest=sha256:c4d5208e910b8aaa980c1e125e3846c08af653e2a42a528a9329c42779605ee5

Observation 9465fdae-8c65-477d-8cc5-a1a3b2ba9f8e · outbound

This paper cites Mitzdorf et al.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Mitzdorf et al

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.817565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.642974Z digest=sha256:2b3a2e6c786ad6f50b040a2e7dfeeeeb14f42dd7ca23e48efef7ce52cc7919e6

Observation c76617a7-1552-4617-8d30-d6e004db1fe6 · outbound

This paper cites Nonspatial sequence coding in CA1 neurons.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Nonspatial sequence coding in CA1 neurons

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.806440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.646591Z digest=sha256:e032edb8b92bd0b4e8ffa1b452fc3179f1ad75c255097b33b108082d61586800

Observation cebbbaa4-1a77-4d81-a4a0-07d90807c79e · outbound

This paper cites Hippocampal ensembles represent sequential relation- ships among an extended sequence of nonspatial events.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Hippocampal ensembles represent sequential relation- ships among an extended sequence of nonspatial events

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.796091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.650285Z digest=sha256:0700619c0609a8cacd7babb094f33bacee9263a4ea3010477b4ef4f6bd0b0410

Observation e3d45566-93f3-48b1-ae8a-447097a9e9c0 · outbound

This paper cites Federated Learning: Challenges, Methods, and Future Directions.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Federated Learning: Challenges, Methods, and Future Directions

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.784592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.654344Z digest=sha256:3d17c7be201e0f80461400535f0bf73265e1c58bfed6a886859c9fbab4591003

Observation 3281a4f4-5ac3-4128-af6f-80985b333918 · outbound

This paper cites Inverses of 2 × 2 block matrices.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Inverses of 2 × 2 block matrices

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.772299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.658130Z digest=sha256:aa48cb8faa090c1c8584eb11e17ed4a28c9f0f1a9534714cfa501d3bc90b8dc8

Observation 7f7645a8-c62c-4896-9d36-b17829dcbc14 · outbound

This paper cites Generate latent variables: X∗∈ Rn×p∗ x, X∗ ij∼N(0, 1); Z∗∈ Rn×p∗ z, Z∗ ij∼N(0, 1); S∗∈ Rn×p∗ s, S∗ ij∼N(0, 1).

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Generate latent variables: X∗∈ Rn×p∗ x, X∗ ij∼N(0, 1); Z∗∈ Rn×p∗ z, Z∗ ij∼N(0, 1); S∗∈ Rn×p∗ s, S∗ ij∼N(0, 1)

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.760379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.662535Z digest=sha256:b0f7d6304465da3ae634f262ad4d389ffae954c721a1f4d1f20fe3d18d48cfb5

Observation 7982f12e-4d02-44d3-896d-436df2f40486 · outbound

This paper cites an unresolved cited work.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:55:03.749682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.666411Z digest=sha256:cc8b05787d8b9f0d5ed53ccac52d8f8a67d7d059dd3f7f0b79aaa50365d35a28

Observation bc9a2cfd-0a3a-4c37-859c-b50a3233aed2 · outbound

This paper cites For instance, setting ct = 0 removes that component’s influence on Y.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning For instance, setting ct = 0 removes that component’s influence on Y

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:55:03.738624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.670380Z digest=sha256:b9b247b9da5064d29424976a31c1acf61cd08befed7afaf698d94cb2d4989c3d

Observation 7f492085-f87f-4c1a-83b1-9153d6063650 · outbound

This paper cites Best Single,.

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning Best Single,

Reference 63

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T17:55:03.726798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:55:03.674366Z digest=sha256:ebbc6a824ea068554be1d1d6a365c5918bd7bda64c23fd95f220a7cab4d7a925

Pith citing papers

Observation 99ff2dc2-9599-4c59-84f8-79fcb270cb12 · inbound

DAIF: A Data-Driven Intermediate Fusion Framework for Multimodal Supervised Learning via Approximate Message Passing cites this paper.

DAIF: A Data-Driven Intermediate Fusion Framework for Multimodal Supervised Learning via Approximate Message Passing Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning

Reference 53

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T15:06:09.985105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-08-15T15:06:08.713044Z digest=sha256:7d60e3b03797a9a3b503c707115920374e1628a109f15027096920ba57da9697