Paper Citation Record · LEDGER

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning

As of 9 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2509.06826.

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

pith.paper-citation-record.v1
2509.06826 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:04:44.126796Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

38 of 38 outbound references displayed

verified exact4
verified fuzzy24
unresolved10
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1f1c756c-0b27-4594-82c2-e200496fe7d6 · outbound

This paper cites Netflix, amazon, and branded television content in subscription video on-demand portals,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Netflix, amazon, and branded television content in subscription video on-demand portals,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:49.070920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8725f76a-9ee5-49ef-8bff-7d314d4452f9 · outbound

This paper cites Binge-watching serial video content: exploring the subjective phenomenology of the binge-watching experience,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Binge-watching serial video content: exploring the subjective phenomenology of the binge-watching experience,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:48.692193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d4114b7d-9bf1-42b5-8d51-2fdc02a67345 · outbound

This paper cites Motion picture association of americ a (mpaa),.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Motion picture association of americ a (mpaa),

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:48.414203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation aec37f7a-82e9-4290-b1f6-3c21cdb9d0b5 · outbound

This paper cites The mpaa ratings system: A regime of private censorship and cultural manipulation,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning The mpaa ratings system: A regime of private censorship and cultural manipulation,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:48.247126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f6809456-d9df-4c4a-b4b7-7706a6d75d62 · outbound

This paper cites Current trends in consumption of multimedia content using online streaming platforms: A user-centric survey,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Current trends in consumption of multimedia content using online streaming platforms: A user-centric survey,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:48.071375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0683ca0f-adf5-4ad2-9e18-7e6295c8d0dd · outbound

This paper cites “you need at least one picture daily, if not, you’re dead.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning “you need at least one picture daily, if not, you’re dead

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:47.905381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eb0a6608-50eb-48a6-9d3d-924fbd1fc2e6 · outbound

This paper cites Rating for Parents: Predicting Children Suitability Rating for Movies Based on Language of the Movies.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Rating for Parents: Predicting Children Suitability Rating for Movies Based on Language of the Movies

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-04T23:04:45.113446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f81fc196-a724-47c3-8f1c-8604c4b098e4 · outbound

This paper cites Combining text and images for film age appropriate- ness classification,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Combining text and images for film age appropriate- ness classification,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:47.752215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 524b1abc-2a72-4a04-810c-dc13250c3a91 · outbound

This paper cites Lrcn based human activity recognition from video data,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Lrcn based human activity recognition from video data,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:47.590840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 80f25d34-6d31-4be6-b811-2b7857334f65 · outbound

This paper cites Deep learning-based human activity recognition using cnn, convlstm, and lrcn,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Deep learning-based human activity recognition using cnn, convlstm, and lrcn,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:47.436506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8c24ee64-69eb-4375-b083-e1fdb7a38e7f · outbound

This paper cites A closer look at spatiotemporal convolutions for action recognition,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning A closer look at spatiotemporal convolutions for action recognition,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T23:04:41.239275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15f88b46-166b-4351-ba06-c2b4c54d7642 · outbound

This paper cites Segregating and recognizing human actions from video footages using lrcn technique,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Segregating and recognizing human actions from video footages using lrcn technique,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:47.280540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1c51f92e-1c14-4952-b610-15b41ed52e68 · outbound

This paper cites Attention is all you need,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Attention is all you need,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T23:04:41.412860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2167f31-73b1-4cca-83d4-a5c82fb2f215 · outbound

This paper cites Hierarchical question-image co- attention for visual question answering,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Hierarchical question-image co- attention for visual question answering,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T23:04:41.536161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c63e0e4d-0f75-48b9-b0ee-ffca566f64ff · outbound

This paper cites Neural Machine Translation by Jointly Learning to Align and Translate.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Neural Machine Translation by Jointly Learning to Align and Translate

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T23:04:41.612158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b802696f-a0a7-42a4-9277-d1918c1e2c90 · outbound

This paper cites A Case Study of Deep Learning Based Multi-Modal Methods for Predicting the Age-Suitability Rating of Movie Trailers.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning A Case Study of Deep Learning Based Multi-Modal Methods for Predicting the Age-Suitability Rating of Movie Trailers

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-04T23:04:44.905105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 616b91c5-310a-4b36-87d5-8801ed5206a7 · outbound

This paper cites Spatiotemporal contrastive video representation learning,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Spatiotemporal contrastive video representation learning,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:47.140317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 982a22b8-af10-4255-ad59-976be60ffdbd · outbound

This paper cites The Kinetics Human Action Video Dataset.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning The Kinetics Human Action Video Dataset

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T23:04:41.902317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81ff3df0-5cad-4e24-bf07-fe56028ebea6 · outbound

This paper cites Vi2clr: Video and image for visual contrastive learn- ing of representation,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Vi2clr: Video and image for visual contrastive learn- ing of representation,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:47.007825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 97c26c73-4d78-4f3a-b9f2-0947c35b9904 · outbound

This paper cites Momentum contrast for unsupervised visual representation learning,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Momentum contrast for unsupervised visual representation learning,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T23:04:42.110252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd3681c4-31f1-46d4-908e-a6c3d652984a · outbound

This paper cites A simple framework for contrastive learning of visual representations,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning A simple framework for contrastive learning of visual representations,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T23:04:42.206287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91518c56-8c97-43eb-8528-d5867c01100b · outbound

This paper cites Video Representation Learning with Visual Tempo Consistency.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Video Representation Learning with Visual Tempo Consistency

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-04T23:04:44.684536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6f4741f2-18e8-4eaf-9f7d-b00d777fc692 · outbound

This paper cites UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T23:04:42.384343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8ea021d-c13d-400f-ac3c-e05e9e582984 · outbound

This paper cites Vic-mae: Self-supervised representation learning from images and video with contrastive masked autoencoders,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Vic-mae: Self-supervised representation learning from images and video with contrastive masked autoencoders,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:46.870964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 68ca2316-23a8-4fdd-850c-eef5f49ea1df · outbound

This paper cites Audio-visual contrastive learning with temporal self-supervision,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Audio-visual contrastive learning with temporal self-supervision,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:46.768752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4ef91500-ba1f-4075-8186-93f8e23a933a · outbound

This paper cites Hmdb: a large video database for human motion recognition,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Hmdb: a large video database for human motion recognition,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T23:04:42.697885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e2c8210-591f-4b00-b3a8-67e0508488d8 · outbound

This paper cites Efficient Multiscale Multimodal Bottleneck Transformer for Audio-Video Classification.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Efficient Multiscale Multimodal Bottleneck Transformer for Audio-Video Classification

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-04T23:04:44.410551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 53412ec0-0181-4d2c-be2f-5b3333252928 · outbound

This paper cites Molo: Motion-augmented long-short contrastive learning for few-shot action recognition,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Molo: Motion-augmented long-short contrastive learning for few-shot action recognition,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:46.642451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 80cb2d2c-9f01-4d3b-80a8-b20d002def33 · outbound

This paper cites Detco: Unsupervised contrastive learning for object detection,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Detco: Unsupervised contrastive learning for object detection,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:46.516699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation de8d3a69-9ec5-4f17-8d66-c60087732da1 · outbound

This paper cites Big self-supervised models are strong semi-supervised learners,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Big self-supervised models are strong semi-supervised learners,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T23:04:43.190347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26ee803a-e126-4199-afa5-c489791778e5 · outbound

This paper cites Contrastive multiview coding,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Contrastive multiview coding,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:46.390873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 749f1547-6b0b-44de-b284-2c4b8b23da94 · outbound

This paper cites Contextrast: Contextual contrastive learning for semantic segmentation,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Contextrast: Contextual contrastive learning for semantic segmentation,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:46.261360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 642f519f-0948-4b3a-946f-ac5efd8f6649 · outbound

This paper cites Dimensionality reduction by learning an invariant mapping,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Dimensionality reduction by learning an invariant mapping,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:46.131100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1c91ba9d-ca75-4771-b08c-cc025106a3a7 · outbound

This paper cites A deep learning approach for the motion picture content rating,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning A deep learning approach for the motion picture content rating,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:45.993621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 85e65449-7790-4bb8-9184-0dd09c9344d9 · outbound

This paper cites Detecting the absence of lung sliding in ultrasound videos using 3d convolutional neural networks,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Detecting the absence of lung sliding in ultrasound videos using 3d convolutional neural networks,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:45.855997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation db1ecff8-4c0f-4535-8d7f-519397635764 · outbound

This paper cites Recognizing 50 human action categories of web videos,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Recognizing 50 human action categories of web videos,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:45.741634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d706642f-302e-4f3f-add0-0cfb9789637f · outbound

This paper cites Detection of stress, anxiety and depression (sad) in video surveillance using resnet-101,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Detection of stress, anxiety and depression (sad) in video surveillance using resnet-101,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:45.548064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7685eed1-a95c-42be-bfc3-20681c0d71ec · outbound

This paper cites Human action recognition in video using db-lstm and resnet,.

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture Using Contrastive Learning Human action recognition in video using db-lstm and resnet,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:04:45.306021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.