Paper Citation Record · LEDGER

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models

As of 17 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2505.05659.

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

pith.paper-citation-record.v1
2505.05659 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:07:16.142273Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

41 of 41 outbound references displayed

verified exact1
verified fuzzy33
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2e9877d1-f3bd-45f7-8377-301a00534af9 · outbound

This paper cites Deep learning,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Deep learning,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.912343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 85ac643e-0a21-41cb-a21e-edafdc9b3543 · outbound

This paper cites Deep Convolutional Neural Networks [Lecture Notes],.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Deep Convolutional Neural Networks [Lecture Notes],

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.896731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8433f56b-49e5-4dee-91bd-3f3804ba0a6b · outbound

This paper cites A survey of convo- lutional neural networks: analysis, applications, and prospects,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models A survey of convo- lutional neural networks: analysis, applications, and prospects,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T23:07:15.934889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fe817d5-5c5e-449d-a80e-4f20f0bc7ba7 · outbound

This paper cites Deep Residual Learning for Image Recognition.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Deep Residual Learning for Image Recognition

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T23:07:15.939854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a87d3bbb-0f9e-4b5a-9b06-031a77f42303 · outbound

This paper cites Squeeze-and-Excitation Networks,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Squeeze-and-Excitation Networks,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.868911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 08edeb29-43b6-4692-90b1-6a2f93e35826 · outbound

This paper cites EfficientNet: Rethinking model scaling for con- volutional neural networks,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models EfficientNet: Rethinking model scaling for con- volutional neural networks,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.854300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c7c22002-150c-4e99-80ad-20b7fcd5ba73 · outbound

This paper cites Efficientnetv2: Smaller models and faster training,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Efficientnetv2: Smaller models and faster training,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.840326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6cb19ed0-0b31-4c9e-bf01-ce14c77bbdc6 · outbound

This paper cites Backpropaga- tion with n-d vector-valued neurons using arbitrary bilinear products,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Backpropaga- tion with n-d vector-valued neurons using arbitrary bilinear products,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.826296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b8cf91fe-34dc-4825-8ba5-12470ff631a0 · outbound

This paper cites an unresolved cited work.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:07:16.810254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dc7f309c-ed2f-4792-b369-1ad53d1fb59d · outbound

This paper cites Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T23:07:15.975610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 293af757-c555-4d3a-8337-07623d9d40c3 · outbound

This paper cites PHNNs: lightweight neural networks via parameterized hypercomplex convolutions,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models PHNNs: lightweight neural networks via parameterized hypercomplex convolutions,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.796168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 07fe2e7f-9cc4-49b3-8ea0-4b6ff71536e7 · outbound

This paper cites Demysti- fying the Hypercomplex: Inductive biases in hypercomplex deep learning [Hypercomplex Signal and Image Processing],.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Demysti- fying the Hypercomplex: Inductive biases in hypercomplex deep learning [Hypercomplex Signal and Image Processing],

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.782434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 76bc0321-79c0-4452-b581-6618ac38e01e · outbound

This paper cites an unresolved cited work.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:07:16.767539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b2d2df33-e2d1-4055-a1ad-bccd444ea952 · outbound

This paper cites Complex-valued neural networks,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Complex-valued neural networks,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.753132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d9813b1d-8970-4186-8005-d40d494c4739 · outbound

This paper cites A survey of quaternion neural networks,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models A survey of quaternion neural networks,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.739862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3fdaccc5-04b4-4395-9145-0e09fe33ebca · outbound

This paper cites Quaternion Neural Networks: A physics- incorporated intelligence framework [Hypercomplex Signal and Image Processing],.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Quaternion Neural Networks: A physics- incorporated intelligence framework [Hypercomplex Signal and Image Processing],

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.725701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a8511ea9-c2d5-4235-940d-6027bac44a6e · outbound

This paper cites A Comprehensive Analy- sis of Quaternion Deep Neural Networks: Architectures, Applications, Challenges, and Future Scope,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models A Comprehensive Analy- sis of Quaternion Deep Neural Networks: Architectures, Applications, Challenges, and Future Scope,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.710918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0ede6f15-442c-4a6f-a1a6-d9ba8ce3e139 · outbound

This paper cites Robust symbol detection based on quaternion neural networks in wireless polarization-shift-keying communications,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Robust symbol detection based on quaternion neural networks in wireless polarization-shift-keying communications,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.694782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 94993ea8-dd26-4ef6-b598-319f89809405 · outbound

This paper cites Dual Quater- nion Rotational and Translational Equivariance in 3D Rigid Motion Modelling,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Dual Quater- nion Rotational and Translational Equivariance in 3D Rigid Motion Modelling,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.677297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e24ebd19-64db-4aa1-b62c-f453ba81213b · outbound

This paper cites Schafer, An Introduction to Nonassociative Algebras.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Schafer, An Introduction to Nonassociative Algebras

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.660133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6e05b322-a984-4dc0-a82a-94b2d9c6cedd · outbound

This paper cites an unresolved cited work.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:07:16.643821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 35d2a163-31f9-4fe5-936d-3f7b13ba3836 · outbound

This paper cites Catoni, D.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Catoni, D

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.629403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2ccb661c-ebf4-4c38-aa19-9a98c1eb84c6 · outbound

This paper cites Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-Valued Neural Networks,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-Valued Neural Networks,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.613229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4556d20c-d528-4f3e-8b01-f7e7e843ef87 · outbound

This paper cites Universal approximation theorem for vector- and hypercomplex-valued neural networks,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Universal approximation theorem for vector- and hypercomplex-valued neural networks,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.597504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 60899cdb-5bf3-42fe-b60f-cbc7e592239d · outbound

This paper cites G ´eron, Hands–On Machine Learning with Scikit–Learn and Ten- sorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems , 2nd ed.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models G ´eron, Hands–On Machine Learning with Scikit–Learn and Ten- sorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems , 2nd ed

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.581603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1e965232-f742-4b57-b983-447458843bfe · outbound

This paper cites Mobilenetv2: Inverted residuals and linear bottlenecks,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Mobilenetv2: Inverted residuals and linear bottlenecks,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T23:07:16.060527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9e2c277-4fcb-47ec-9ae9-2f4b4df1109a · outbound

This paper cites EfficientNet-EdgeTPU: Creating Accelerator-Optimized Neural Networks with AutoML,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models EfficientNet-EdgeTPU: Creating Accelerator-Optimized Neural Networks with AutoML,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.552432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ceda9049-ae45-4c71-b01b-575e23c03844 · outbound

This paper cites Clifford Convolutional Neural Networks for Lymphoblast Image Classification,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Clifford Convolutional Neural Networks for Lymphoblast Image Classification,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.535591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 69c5c8d7-c3ee-4c6f-be1f-3574d1810ca1 · outbound

This paper cites A review of deep learning in medical imaging: Imaging traits, technol- ogy trends, case studies with progress highlights, and future promises,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models A review of deep learning in medical imaging: Imaging traits, technol- ogy trends, case studies with progress highlights, and future promises,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.520009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f51f379b-7497-41fc-af44-ac9ec6371b0f · outbound

This paper cites Deep learning for medical image segmentation: State-of-the- art advancements and challenges,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Deep learning for medical image segmentation: State-of-the- art advancements and challenges,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.504885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 32e1200e-dfe7-4551-a39d-b4d2a84a9cbf · outbound

This paper cites Deep learning- based detection and classification of acute lymphoblastic leukemia with explainable AI techniques,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Deep learning- based detection and classification of acute lymphoblastic leukemia with explainable AI techniques,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.487689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fe7543af-9c84-43ae-a338-0b82befd4890 · outbound

This paper cites ALL diagnosis: can efficiency and transparency coexist? an explainble deep learning approach,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models ALL diagnosis: can efficiency and transparency coexist? an explainble deep learning approach,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.469670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fcfc5d5f-1932-4869-8edb-d13f1c648528 · outbound

This paper cites Ensemble of CNNs for Enhanced Leukocyte Classification in Acute Myeloid Leukemia Diagnosis,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Ensemble of CNNs for Enhanced Leukocyte Classification in Acute Myeloid Leukemia Diagnosis,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.446464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6e3b20b2-6149-4c87-bc61-3dac40741fb7 · outbound

This paper cites Novel computational workflows for natural and biomedical image processing based on hypercomplex algebras,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Novel computational workflows for natural and biomedical image processing based on hypercomplex algebras,

Reference 34

Resolution: verified exact; raw_fallback, observed 2026-08-15T23:07:16.273457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9c1a30ab-8df9-49f6-8367-25801abd4ece · outbound

This paper cites Acute Lymphoblastic Leukemia Detection Using Hypercomplex-Valued Convolutional Neural Networks,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Acute Lymphoblastic Leukemia Detection Using Hypercomplex-Valued Convolutional Neural Networks,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.430365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 14d265a5-e3c8-44a4-8506-d1b60f01b2b7 · outbound

This paper cites {All-IDB:} The acute lymphoblas- tic leukemia image database for image processing,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models {All-IDB:} The acute lymphoblas- tic leukemia image database for image processing,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.413826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 695a49bf-f615-40d5-9bc2-03c890388607 · outbound

This paper cites Integrating custom gan segmentation with advanced deep learning classifiers for enhanced acute lymphoblastic detection,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Integrating custom gan segmentation with advanced deep learning classifiers for enhanced acute lymphoblastic detection,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.396327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9fec6bd4-bef4-41dd-b469-09eb1f24d972 · outbound

This paper cites DL4ALL: Multi- task cross-dataset transfer learning for acute lymphoblastic leukemia detection,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models DL4ALL: Multi- task cross-dataset transfer learning for acute lymphoblastic leukemia detection,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.380369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 19a23842-75e1-4be2-8f22-06301004ce6b · outbound

This paper cites ALLNet: acute lymphoblastic leukemia detection using lightweight convolutional networks,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models ALLNet: acute lymphoblastic leukemia detection using lightweight convolutional networks,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.363911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 205bc9e4-7562-486a-9029-91b6073e7f95 · outbound

This paper cites Comparison of high-dimensional neural networks using hypercomplex numbers in a robot manipulator control,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Comparison of high-dimensional neural networks using hypercomplex numbers in a robot manipulator control,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.347464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b7d8b669-76e2-42c1-bfca-08fb6a4f67d1 · outbound

This paper cites Histopathological transfer learning for acute lymphoblastic leukemia detection,.

V-EfficientNets: Vector-Valued Efficiently Scaled Convolutional Neural Network Models Histopathological transfer learning for acute lymphoblastic leukemia detection,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:07:16.331782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.