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Paper Citation Record · LEDGER

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing

As of 7 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 3 inbound Pith citation observations for arXiv:2507.01384.

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

pith.paper-citation-record.v1
2507.01384 v2

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:58:06.771420Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T08:40:53.734483Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T03:06:19.435608Z

Reference resolution

50 of 50 outbound references displayed

  • verified exact4
  • verified fuzzy21
  • unresolved25
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f1524d88-db8c-4eec-8bb6-9e54b618e48e · outbound

This paper cites YOLOv4: Optimal Speed and Accuracy of Object Detection.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing YOLOv4: Optimal Speed and Accuracy of Object Detection

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:01.906010Z digest=sha256:97929f972637475ddb2c74ee371833ae19ad743cabc1b8a0308fe131eb1c2e4d

Observation 19f18f19-6993-46cf-b4d7-94b87ebe26a6 · outbound

This paper cites Cm-pie: Cross-modal perception for interactive-enhanced audio-visual video pars- ing.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Cm-pie: Cross-modal perception for interactive-enhanced audio-visual video pars- ing

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-06T20:58:11.863548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation cf45796f-a654-4725-807c-735e07bcc76c · outbound

This paper cites Joint-modal label denois- ing for weakly-supervised audio-visual video parsing.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Joint-modal label denois- ing for weakly-supervised audio-visual video parsing

Reference 3

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verified fuzzy
raw_fallback, observed 2026-08-06T20:58:11.570835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:02.075272Z digest=sha256:b95a7c4109f7cb029395146285ccd1b0b468e6757a99f1b6861040b72cbb739f

Observation 560c4621-b056-414b-a676-215b7a3ed103 · outbound

This paper cites Autoaugment: Learning augmentation strategies from data.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Autoaugment: Learning augmentation strategies from data

Reference 4

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verified fuzzy
raw_fallback, observed 2026-08-06T20:58:11.340473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:02.118701Z digest=sha256:b737ff0217b31e93e76b14a0390c354a9c4e0141da5dc7baebf8dd8e2765235d

Observation 2c8e5958-95e2-4ba1-bbc2-991294eacc14 · outbound

This paper cites Randaugment: Practical automated data augmen- tation with a reduced search space.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Randaugment: Practical automated data augmen- tation with a reduced search space

Reference 5

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no resolver link, observed 2026-08-06T20:58:02.188493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:02.188493Z digest=sha256:fa159d289d142a856ca7b82e5da31c327ec581a4742048dc508578fef2f837a9

Observation 452e0cba-d5f6-4472-bb85-350eb5a0da76 · outbound

This paper cites Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Reference 6

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no resolver link, observed 2026-08-06T20:58:02.255554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:02.255554Z digest=sha256:19d8429cbc64423d089d15222beea5d51dc3b1022f0b5b879f7567a582ff1e36

Observation ce5ceb2c-df9c-4c00-9e7b-463252d0f3dd · outbound

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

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 7

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no resolver link, observed 2026-08-06T20:58:02.359791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:02.359791Z digest=sha256:09bd7801616be2c2c727a682f6628d74d94f9acf00c71a26ab1b87a7efe2c748

Observation 5aeec829-a26a-4c11-8b4a-a7640cf62ed5 · outbound

This paper cites Cross-modal prompts: Adapting large pre- trained models for audio-visual downstream tasks.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Cross-modal prompts: Adapting large pre- trained models for audio-visual downstream tasks

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-06T20:58:11.081426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:02.464731Z digest=sha256:e09e97a901e38878b34f2eb2bef46cac303e8a38774102fbff5f6a11b83400e9

Observation 226553c4-125e-47df-b314-b453fcafac38 · outbound

This paper cites Revisit weakly-supervised audio-visual video parsing from the lan- guage perspective.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Revisit weakly-supervised audio-visual video parsing from the lan- guage perspective

Reference 9

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raw_fallback, observed 2026-08-06T20:58:10.846932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:02.567430Z digest=sha256:1a37f2d459814924cf05f5fa60f8e7d04ca6585f2275efa19d2372460559fee1

Observation 73015c3d-b739-4224-aefc-aaec94e1dfbb · outbound

This paper cites Col- lecting cross-modal presence-absence evidence for weakly- supervised audio-visual event perception.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Col- lecting cross-modal presence-absence evidence for weakly- supervised audio-visual event perception

Reference 10

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verified fuzzy
raw_fallback, observed 2026-08-06T20:58:10.607106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:02.639069Z digest=sha256:78c2faceb2a35d79b53dcfbab3411e50e6cf7e64c546870c8da8b799aa42ec28

Observation ced513ac-8747-43e7-a380-f0e0a33944b9 · outbound

This paper cites AVS-Mamba: Exploring Temporal and Multi-modal Mamba for Audio-Visual Segmentation.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing AVS-Mamba: Exploring Temporal and Multi-modal Mamba for Audio-Visual Segmentation

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:58:08.144148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:02.742986Z digest=sha256:f02f47dc86ecd591dcc54e9e13b0c60f4af424afd867b5ff6e5c89482967cfa3

Observation 1a739b27-4492-43ed-a0f6-645d7774e92b · outbound

This paper cites Explaining and Harnessing Adversarial Examples.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Explaining and Harnessing Adversarial Examples

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:02.882381Z digest=sha256:bbc35f8dbf4e0d3e4195324d70e53de19aedeed1ca2bba1edcb3958af8915a6c

Observation 151aea69-dc35-4d0a-a214-421f773f98c9 · outbound

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

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 13

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unresolved
no resolver link, observed 2026-08-06T20:58:02.986186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:02.986186Z digest=sha256:180ddd7dbf1b53bdae3ea6e15831092fe2f7137412071beee484fad23f480a39

Observation bec3576d-f24e-49b7-bed3-54c3068c74da · outbound

This paper cites Efficiently Modeling Long Sequences with Structured State Spaces.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Efficiently Modeling Long Sequences with Structured State Spaces

Reference 14

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no resolver link, observed 2026-08-06T20:58:03.089617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:03.089617Z digest=sha256:71b4ce5ec8f304628bc4c22997b15381269300c1f64a2dbda41de5ac1fa070a1

Observation f9d2b1b8-0d15-4049-857e-bb6fea2968ad · outbound

This paper cites Combining recurrent, convolutional, and continuous-time models with linear state space layers.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Combining recurrent, convolutional, and continuous-time models with linear state space layers

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:10.324169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:03.194398Z digest=sha256:09f50e887b9e919152da49e1056deea6f3cbb77b9dae8961c4666d121f96ec9d

Observation 0b33f58f-cfac-4ef9-93c0-2674aa8c290d · outbound

This paper cites Liquid Structural State-Space Models.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Liquid Structural State-Space Models

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:03.300791Z digest=sha256:edbf037c6824169d47366453cc04fda18c0744d883c9439a36344c03ba2ad7d9

Observation d2e70f55-3791-4d6a-afba-899058713594 · outbound

This paper cites MambaVision: A Hybrid Mamba-Transformer Vision Backbone.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing MambaVision: A Hybrid Mamba-Transformer Vision Backbone

Reference 17

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e2dc4534-61f6-4fe7-bdc7-f9fd3e26e966 · outbound

This paper cites Deep residual learning for image recognition.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Deep residual learning for image recognition

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:03.489721Z digest=sha256:5678c6355671ea5c08805afaab1fc028c67c7c6fdfd3cd5b50381c1d1a28644b

Observation 27fe4404-ecc1-4c00-ae4b-1174922e344c · outbound

This paper cites AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

Reference 19

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no resolver link, observed 2026-08-06T20:58:03.569426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:03.569426Z digest=sha256:3294991da25cc79f288125d0eeaa0d351a03d4d80dafc31d72030a8498c61f07

Observation 89cb7c1d-36e9-4b82-abe0-ebb6b891b01d · outbound

This paper cites Cnn archi- tectures for large-scale audio classification.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Cnn archi- tectures for large-scale audio classification

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:10.188755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:03.698324Z digest=sha256:d52cf91e3d8ebc065978d997037a259b1acf7e488d49890e5f2544bc3ce8d710

Observation 8e53fcd3-3a9c-4f42-96a6-e519130c7bcc · outbound

This paper cites LocalMamba: Visual State Space Model with Windowed Selective Scan.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing LocalMamba: Visual State Space Model with Windowed Selective Scan

Reference 21

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no resolver link, observed 2026-08-06T20:58:03.812866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:03.812866Z digest=sha256:954e514cebe5e59ae7d639134bc4ed94126d4268d635bc261cba26a39752185c

Observation 9301dcee-7cf8-4901-b4b6-acc4378b16f5 · outbound

This paper cites Learning tem- porally invariant and localizable features via data augmenta- tion for video recognition.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Learning tem- porally invariant and localizable features via data augmenta- tion for video recognition

Reference 22

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verified fuzzy
raw_fallback, observed 2026-08-06T20:58:10.027441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:03.907929Z digest=sha256:2d364f41c94a07d7bd846e5988f86eae6c6ce599ad29ef47f5f4706b2286a1ae

Observation 48ceaf10-62c6-4f91-9ae6-f2f7892359f4 · outbound

This paper cites Modality-independent teachers meet weakly-supervised audio-visual event parser.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Modality-independent teachers meet weakly-supervised audio-visual event parser

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-06T20:58:09.899372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:04.022837Z digest=sha256:81f1154522b1a85c76b0ed6ca7ab28d11738e1b98e50e6c3eb990f1ac11c0274

Observation 0cc45d7e-b710-426a-8604-a17bb499f518 · outbound

This paper cites Coupled Mamba: Enhanced Multi-modal Fusion with Coupled State Space Model.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Coupled Mamba: Enhanced Multi-modal Fusion with Coupled State Space Model

Reference 24

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no resolver link, observed 2026-08-06T20:58:04.083548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:04.083548Z digest=sha256:5400a0795afe95e48e1d15b8082022090d0a7cea5ea063193d827a2e9308b354

Observation 5e794d33-65de-4e8c-96bf-bd59dadc2849 · outbound

This paper cites Jamba: A Hybrid Transformer-Mamba Language Model.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Jamba: A Hybrid Transformer-Mamba Language Model

Reference 25

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no resolver link, observed 2026-08-06T20:58:04.186913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:04.186913Z digest=sha256:e87cf06ae2dc08c60ebabe58e6578abb5ef2393d9eebfd05d66b85697f4f7076

Observation ef5608eb-864b-42fd-8792-7251e2f8cf24 · outbound

This paper cites Vmamba: Visual state space model.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Vmamba: Visual state space model

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:09.775664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:04.291318Z digest=sha256:55de5c30890aa368754f6521f65e99cccfdd19478b1818a611067e621a1bce73

Observation 65adcd42-ccc8-4f29-a9ab-0883e487c2f5 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Swin transformer: Hierarchical vision transformer using shifted windows

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:04.394262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:04.394262Z digest=sha256:e43c37ea0b738dd4bb2e9e5f656784e6c56e8afe23eb04d63b8971d3e4e13d66

Observation e6c89b0a-ea2d-470f-b872-c34fa8f808a7 · outbound

This paper cites RGBT Tracking via All-layer Multimodal Interactions with Progressive Fusion Mamba.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing RGBT Tracking via All-layer Multimodal Interactions with Progressive Fusion Mamba

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:58:07.739579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:04.499289Z digest=sha256:a6695b8fb191ade1fabf3ab755c999c023ba120be16365e15cb77f754f5faaa6

Observation 38faa884-73fb-4956-a11e-51faa5c0e065 · outbound

This paper cites Multi-modal grouping network for weakly-supervised audio-visual video parsing.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Multi-modal grouping network for weakly-supervised audio-visual video parsing

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:09.666464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:04.636366Z digest=sha256:262c579ef470b2f4e4a76ab23bcccd4396cda889d09514be956eca27a89c7616

Observation 9c56607c-b636-4ffe-b403-bee1d4f7e3a3 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Learning transferable visual models from natural language supervi- sion

Reference 30

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unresolved
no resolver link, observed 2026-08-06T20:58:04.777248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:04.777248Z digest=sha256:8a6df7ac38a341bff29c5a09f7c066c838e86d959d0722a5951b4da1bbe9ced8

Observation 655afca1-a5dc-4906-a1e6-e8d47a33df33 · outbound

This paper cites Coleaf: A contrastive-collaborative learning framework for weakly supervised audio-visual video pars- ing.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Coleaf: A contrastive-collaborative learning framework for weakly supervised audio-visual video pars- ing

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:09.519233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:04.890114Z digest=sha256:23c924191cf273dbbb697a19ff36dd472469b3d189fa221f2ef2a2d1a14344a2

Observation 655ab876-e5e7-409e-ad01-f5f0d5185dc8 · outbound

This paper cites Simplified State Space Layers for Sequence Modeling.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Simplified State Space Layers for Sequence Modeling

Reference 32

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unresolved
no resolver link, observed 2026-08-06T20:58:04.971510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:04.971510Z digest=sha256:5608eb587c603ac351e267f423293609a5926dcea3d705ff2a50175c5741c226

Observation 94fc1c35-2f04-4555-a62d-7c0d41389f16 · outbound

This paper cites Audio-visual event localization in unconstrained videos.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Audio-visual event localization in unconstrained videos

Reference 33

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no resolver link, observed 2026-08-06T20:58:05.068195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:05.068195Z digest=sha256:a58276effffd3d24dc5dad7bec5fd8fbfe5c72afa0001f774124bdbca018e57d

Observation a4ee575d-c746-4e32-8eb6-9f0ad5b9ba5c · outbound

This paper cites Unified mul- tisensory perception: Weakly-supervised audio-visual video parsing.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Unified mul- tisensory perception: Weakly-supervised audio-visual video parsing

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:09.382318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:05.149955Z digest=sha256:4423c7b36c3e3a5841635cd3e1db1ad07d6350d4b5b3033b3bb09c407f3dd535

Observation 562c4318-668e-41cf-bfb4-410212aa1dc0 · outbound

This paper cites Link: Adaptive modality interaction for audio-visual video parsing.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Link: Adaptive modality interaction for audio-visual video parsing

Reference 35

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verified fuzzy
raw_fallback, observed 2026-08-06T20:58:09.246132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:05.255570Z digest=sha256:a36f9b69c413d21a7ddfb6e2bf6133041ea3b4efea40dfdd28fc195bfd3b9500

Observation 0605fbe7-85df-4b97-94d1-f91383469d89 · outbound

This paper cites Cbam: Convolutional block attention module.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Cbam: Convolutional block attention module

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:09.136167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:05.306415Z digest=sha256:89f7d5f7e0951cf623b37cbac2868ea651a12397a9530f807918ffafe5f4893f

Observation 73efefe9-3b44-43bc-b36b-68bdd364fe6b · outbound

This paper cites Exploring heterogeneous clues for weakly-supervised audio-visual video parsing.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Exploring heterogeneous clues for weakly-supervised audio-visual video parsing

Reference 37

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unresolved
no resolver link, observed 2026-08-06T20:58:05.398357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:05.398357Z digest=sha256:6e4017a0f92d6ae257debcbc4e235c056abb78faf7a14609848c3c37149f816c

Observation 9882aed9-e2eb-40e2-b052-e07aff7e68c0 · outbound

This paper cites Dual attention matching for audio-visual event localization.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Dual attention matching for audio-visual event localization

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:09.020659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:05.478358Z digest=sha256:928fe6d6841a8bccc2635e9a7bc0f4ddae4325ecdce065f1ec03ab2921253a33

Observation 1d827604-f9d1-4ab5-a83f-76e170833c64 · outbound

This paper cites Large-scale con- trastive language-audio pretraining with feature fusion and keyword-to-caption augmentation.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Large-scale con- trastive language-audio pretraining with feature fusion and keyword-to-caption augmentation

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:05.570892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:05.570892Z digest=sha256:0ad419f2489d8beb3a8490921088c643ea9eca7ccce1af5a793ed4abd5bbd945

Observation 5ed0db64-e4dd-4aca-90dd-7496901d27f4 · outbound

This paper cites FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba

Reference 40

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unresolved
no resolver link, observed 2026-08-06T20:58:05.643282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:05.643282Z digest=sha256:1f708bd9771353b9569a3ee1b4bba47dd3a6064571dfd983e5fe09e0a94bcc76

Observation d365f679-fdf1-4cea-b324-81e40585f0ab · outbound

This paper cites Language- driven all-in-one adverse weather removal.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Language- driven all-in-one adverse weather removal

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:08.921212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:05.718015Z digest=sha256:8ed37135173c94354270256604514ee03410c2a5152e915a80efdddebc23178a

Observation 60fd1cc5-0115-4de8-a785-3cadecebb228 · outbound

This paper cites DepMamba: Progressive Fusion Mamba for Multimodal Depression Detection.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing DepMamba: Progressive Fusion Mamba for Multimodal Depression Detection

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:58:07.426883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:05.783727Z digest=sha256:8556c60e6989650b4838fb938611231ad00f3e7f41a268d018933f92c6879dc1

Observation d5fd2380-7cf8-4973-af4e-a6605d2aa624 · outbound

This paper cites Text-if: Leveraging semantic text guidance for degradation-aware and interactive image fusion.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Text-if: Leveraging semantic text guidance for degradation-aware and interactive image fusion

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:08.797355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:05.882496Z digest=sha256:184fe787ba8bcff1277e4366def937add4478e0ce6a3f40a505b90ce5d7114b8

Observation 3d7ce16a-c48d-4525-aaaf-f072feda7598 · outbound

This paper cites Mm-pyramid: Multimodal pyramid attentional network for audio-visual event localization and video pars- ing.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Mm-pyramid: Multimodal pyramid attentional network for audio-visual event localization and video pars- ing

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:08.687711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:06.030283Z digest=sha256:3c033ccbd9093f7bf350c339200f6ed8d0f13026abf6f444026a9e920645dcba

Observation 8b6998f6-0317-4d24-b6c9-93447fb321da · outbound

This paper cites MambaOut: Do We Really Need Mamba for Vision?.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing MambaOut: Do We Really Need Mamba for Vision?

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:06.156919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:06.156919Z digest=sha256:2ebb6c00ad2100df5d62d63430cd7d2bfd24d3e184ed81a2720c87b645e04b7d

Observation b0a227d4-5167-4fd2-b780-5e17d58baadf · outbound

This paper cites Cutmix: Regu- larization strategy to train strong classifiers with localizable features.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Cutmix: Regu- larization strategy to train strong classifiers with localizable features

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:58:08.453348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:06.259664Z digest=sha256:da15fe0d48e8bbc6e2a2a6791b9eb0de321b956fc7c3551d86e7963e777e1ae6

Observation 9786d213-3270-4def-ba54-3f9774615a9f · outbound

This paper cites VideoMix: Rethinking Data Augmentation for Video Classification.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing VideoMix: Rethinking Data Augmentation for Video Classification

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:06.406992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:06.406992Z digest=sha256:a87e8e76b6438d60b80d153c50ef90ce617fc3cde40f9df2df051220f946796d

Observation ede876a5-9423-4eb5-b7a3-9d0cc4aba866 · outbound

This paper cites Don't Judge by the Look: Towards Motion Coherent Video Representation.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Don't Judge by the Look: Towards Motion Coherent Video Representation

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:06.514806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:06.514806Z digest=sha256:9c7c58eef59578740e330ba3acbe1fb5d7ff886c76ed7e454a132333ab59320d

Observation e0ed3644-c223-4aed-be6c-570b4f284f05 · outbound

This paper cites Label-anticipated Event Disentanglement for Audio-Visual Video Parsing.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Label-anticipated Event Disentanglement for Audio-Visual Video Parsing

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:58:07.091761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T20:58:06.622079Z digest=sha256:d8de0fc7f9a303d1ad8cf87c57372fb4f878143956e849a57ef5fe26dd4567b1

Observation 6e9efd3a-ee14-4b9d-96a0-8c80449c38de · outbound

This paper cites Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model.

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T20:58:06.771420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:58:06.771420Z digest=sha256:d29a36237724b15d2af9dc60d2a3d3809a6ec5a485350af3519355e1d4541306

Pith citing papers

Observation fbc685ee-a8fd-4b6e-bbc9-03e16cefc264 · inbound

EAR: Enhancing Uni-Modal Representations for Weakly Supervised Audio-Visual Video Parsing cites this paper.

EAR: Enhancing Uni-Modal Representations for Weakly Supervised Audio-Visual Video Parsing MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-12T03:06:19.437712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-12T03:03:13.496634Z digest=sha256:87b359c6f7fab3f962d9907796f2da62ed58d4f4e5f351189e789df72250e314

Observation 23fc593e-51da-478f-b991-062c5c2beefc · inbound

UniSkip-Mamba: A Frequency-Aware State Space Model for Audio-Visual Temporal Forgery Localization cites this paper.

UniSkip-Mamba: A Frequency-Aware State Space Model for Audio-Visual Temporal Forgery Localization MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-11T18:34:29.549966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T18:34:29.549966Z digest=sha256:aa7c1ffce2050e013d360c0f9245f07f5b38928a975915e52f211e34f740592c

Observation 20d44590-0dd1-45c2-81d0-6b1c111972b9 · inbound

UniSkip-Mamba: A Frequency-Aware State Space Model for Audio-Visual Temporal Forgery Localization cites this paper.

UniSkip-Mamba: A Frequency-Aware State Space Model for Audio-Visual Temporal Forgery Localization MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-02T08:40:53.734483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T08:40:53.734483Z digest=sha256:3bd1cbabfcf3cb35e327c28273412ee56637394bb81d3bc0062a1a0a6c5a94cd