Paper Citation Record · LEDGER

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction

As of 22 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 1 inbound Pith citation observation for arXiv:2509.01431.

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

pith.paper-citation-record.v1
2509.01431 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:37:07.335209Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:40:05.682562Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T05:40:05.964982Z

Reference resolution

30 of 30 outbound references displayed

verified exact0
verified fuzzy8
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9ec1de99-fd27-4fd2-a7bf-77c5eb47e118 · outbound

This paper cites Zhang, F.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Zhang, F

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.169253Z

Source-reported events for the cited work

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Observation dfbc164a-8cd7-46d1-92e5-a477cc9ee8d9 · outbound

This paper cites Ranking facial attractiveness,.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Ranking facial attractiveness,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.174452Z

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Observation 722f21ea-b778-40b9-baf3-1043128b76cd · outbound

This paper cites A comprehensive review of facial beauty prediction using deep learning techniques.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction A comprehensive review of facial beauty prediction using deep learning techniques

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:37:07.800747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3468be90-91f6-409f-a503-b51f082da000 · outbound

This paper cites an unresolved cited work.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.184698Z

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Observation 9b882f61-de19-482d-86c6-eae2eff6fc7b · outbound

This paper cites EEE Access, vol.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction EEE Access, vol

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:37:07.767845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a0152dc4-1ec5-4981-89db-d7ddabbcb2aa · outbound

This paper cites Transfer learning adaptive facial attractiveness assessment.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Transfer learning adaptive facial attractiveness assessment

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.195253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3b48899-ce2d-4aa2-b136-272ca9f36e02 · outbound

This paper cites The role of the golden proportion in the evaluation of facial esthetics.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction The role of the golden proportion in the evaluation of facial esthetics

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.200892Z

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Unavailable: canonical work link unavailable.

Observation 811ee8a6-cfee-4447-9fcf-37cde29660d2 · outbound

This paper cites Computation of a face attractiveness index based on neoclassical canons, symmetry, and golden ratios.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Computation of a face attractiveness index based on neoclassical canons, symmetry, and golden ratios

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.207047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b0626ea-5190-4aec-93ad-f9a44b4b1cc3 · outbound

This paper cites Facial Beauty Prediction Using an Ensemble of Deep Convolutional Neural Networks.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Facial Beauty Prediction Using an Ensemble of Deep Convolutional Neural Networks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.214058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8dadf04-031f-4d35-8afb-2eb6ef520cf3 · outbound

This paper cites SCAT: The Self-Correcting Aesthetic Transformer for Explainable Facial Beauty Prediction.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction SCAT: The Self-Correcting Aesthetic Transformer for Explainable Facial Beauty Prediction

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:37:07.703672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f218dcbd-548e-4af2-becb-05aa2fc9a1cf · outbound

This paper cites Imagenet classification with deep convolutional neural networks.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Imagenet classification with deep convolutional neural networks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.224603Z

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Observation 847a3996-ece3-4558-b236-e812d856f014 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.229383Z

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Observation cf65757d-64af-4b3b-9f02-3a1ade6c2aa8 · outbound

This paper cites an unresolved cited work.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.235348Z

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Observation 2fafcf9c-2f51-418d-9b4b-5c1b16645abc · outbound

This paper cites IEEE International Conference on Systems, Man, and Cybernetics, Hong Kong, China, pp.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction IEEE International Conference on Systems, Man, and Cybernetics, Hong Kong, China, pp

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:37:07.659403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bba54c6d-bfc0-45ce-b4f1-e5495edb9275 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.244429Z

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Observation 6d02d803-b94f-49a8-b195-02fa036954b1 · outbound

This paper cites Facial Beauty Prediction Based on Vision Transformer.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Facial Beauty Prediction Based on Vision Transformer

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.248795Z

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Observation a2beb064-f605-48a6-8136-125d6d9b2a19 · outbound

This paper cites Vision transformers for image classification: A comparative survey.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Vision transformers for image classification: A comparative survey

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.253212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5badca5-1bc0-493b-9a35-bbbf80fb0093 · outbound

This paper cites Facial Beauty Prediction Using Global Context Vision Transformer,.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Facial Beauty Prediction Using Global Context Vision Transformer,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.257706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43d07c4a-587b-417b-9cf8-4f70de416ca7 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.264088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58bfbd18-f120-401e-8afa-6e80b5ee111f · outbound

This paper cites A survey on visual mamba.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction A survey on visual mamba

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:37:07.609905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 91a6a1ee-8905-41bf-9c1b-f82150cb1d25 · outbound

This paper cites Liang, L.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Liang, L

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.282281Z

Source-reported events for the cited work

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Observation e64ebefc-0cdf-4db8-b365-9d7feeb7e925 · outbound

This paper cites An Uncertainty-Aware and Explainable Deep Learning Model for Facial Beauty Prediction.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction An Uncertainty-Aware and Explainable Deep Learning Model for Facial Beauty Prediction

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.289863Z

Source-reported events for the cited work

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Observation f345dd29-5dd1-4d3a-b9c8-ee17e5df5529 · outbound

This paper cites Personalized facial beauty assessment: a meta-learning approach.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Personalized facial beauty assessment: a meta-learning approach

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.297482Z

Source-reported events for the cited work

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Observation 51179cf4-aa18-4aed-b7c5-a21c8acdf779 · outbound

This paper cites Decoupled Weight Decay Regularization.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Decoupled Weight Decay Regularization

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.303907Z

Source-reported events for the cited work

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Observation c570a523-0bbf-462c-a5aa-3a7396d2dc05 · outbound

This paper cites MobileViT architecture for Facial Beauty Prediction.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction MobileViT architecture for Facial Beauty Prediction

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.310335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aea8090c-26bf-4f9c-9f93-fffa89ccc7c8 · outbound

This paper cites Improving Facial Attractiveness Prediction via Co-attention Learning,.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Improving Facial Attractiveness Prediction via Co-attention Learning,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:37:07.539953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 11d59274-3fdb-4dbc-8405-cade8730bca5 · outbound

This paper cites Cao, K Choi, H Jung et al., Deep learning for facial beauty prediction.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Cao, K Choi, H Jung et al., Deep learning for facial beauty prediction

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.321117Z

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Observation b616d26b-6c0b-4f58-9d95-ea84257f1f89 · outbound

This paper cites Label distribution-based facial attractiveness computation by deep residual learning.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Label distribution-based facial attractiveness computation by deep residual learning

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:37:07.500972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c905268b-4774-4805-affb-328feed525a7 · outbound

This paper cites Dynamic attentive convolution for facial beauty prediction.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Dynamic attentive convolution for facial beauty prediction

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T12:37:07.330643Z

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Observation d052975d-3b98-4d0c-a30e-62583f8be71b · outbound

This paper cites Regression Guided by Relative Ranking Using Convolutional Neural Network (R3CNN) for Facial Beauty Prediction.

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction Regression Guided by Relative Ranking Using Convolutional Neural Network (R3CNN) for Facial Beauty Prediction

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T12:37:07.463776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation 24b11d9f-12c6-4274-b777-95dce0ad18a1 · inbound

Scale-interaction transformer: a hybrid cnn-transformer model for facial beauty prediction cites this paper.

Scale-interaction transformer: a hybrid cnn-transformer model for facial beauty prediction Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:40:06.020552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.